Career
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Function
To begin, let’s explore the function we created to run all of this statistical analysis:
mysubsetMDS <- function(x){
mysubset <- df %>%
select(starts_with(x))
meta <- metaMDS(mysubset)
MDS_df <- data.frame(MDS1=meta$points[,1],MDS2=meta$points[,2]) %>%
cbind(demo)
return(MDS_df)
}
In English, this function allows us to run the MDS according to
each subset of demographic and each subset of question type that we
want. Obviously, in this page, we are exploring Career Goals.
Question Types
Science Identity
Let’s explore the science identity subset of questions first. Running
our function we created and plotting it, we are left with this image of
the plot:
This is
great and all, but let’s run an adonis test to see if there is a
significant difference in how different career goals responded to
science identity questions:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$career 8 1.1150 0.139375 4.7908 0.11229 0.001 ***
## Residuals 303 8.8149 0.029092 0.88771
## Total 311 9.9299 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $call
## adonis(formula = si ~ demo$career)
##
## $coefficients
## si1 si2 si3 si4 si5
## (Intercept) 3.3765497 3.6712475 3.0548578 3.16524300 3.17079133
## demo$career1 -0.3765497 -0.6490253 -0.5215244 -0.36524300 -0.19301355
## demo$career2 -0.3765497 -0.9789398 -0.9779347 -1.24216608 -0.24771440
## demo$career3 -0.4432164 0.3954191 0.4784756 0.10142367 -0.23745799
## demo$career4 -0.2372055 -0.1302639 -0.3007594 -0.08327579 0.03412671
## demo$career5 0.4706725 0.3287525 0.5840311 0.45975700 0.31531978
## demo$career6 -0.5265497 -0.5712475 -0.7048578 -0.81524300 -0.42079133
## demo$career7 0.9091646 0.6144668 0.8022851 0.69189986 0.25778010
## demo$career8 0.4567836 0.6620858 0.5284756 0.75142367 0.16254201
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.18926074 0.166392466 0.174429734 0.352492036 0.196597611
## demo$career1 0.05957936 0.046759743 0.026208392 -0.040267699 0.059736121
## demo$career2 0.10824325 0.091553410 0.057419545 -0.066791232 0.112466363
## demo$career3 -0.02799404 -0.008165828 -0.030334515 0.001211682 -0.009486244
## demo$career4 0.01826988 0.005699364 -0.006815097 -0.025387294 0.015029872
## demo$career5 -0.04141685 -0.033012876 0.009516145 0.044809176 -0.048962659
## demo$career6 0.07882749 0.063963974 0.016450084 -0.052680865 0.087515385
## demo$career7 -0.09289604 -0.065604345 -0.008364671 0.065884676 -0.091169702
## demo$career8 -0.05897212 -0.047088211 -0.012546673 0.052971638 -0.075346989
## 6 7 8 9 10
## (Intercept) 0.145804240 0.1889254424 0.19468640 0.142975162 0.17289676
## demo$career1 0.025375378 0.0002887103 0.06621033 0.040453970 0.05425694
## demo$career2 0.058528229 0.0082071068 0.11437757 0.090423174 0.10325792
## demo$career3 -0.022524481 -0.0140157357 -0.02013275 -0.018841439 -0.02090392
## demo$career4 -0.007214877 -0.0140778052 0.01925726 0.001194988 0.01439386
## demo$career5 0.000756889 0.0253635016 -0.05195835 -0.016946059 -0.03479318
## demo$career6 0.023954366 -0.0092583705 0.08942660 0.049558012 0.07579062
## demo$career7 -0.020167317 0.0215439074 -0.08925849 -0.053991818 -0.09297742
## demo$career8 -0.012276538 0.0216869776 -0.08093494 -0.036932494 -0.05688508
## 11 12 13 14 15
## (Intercept) 0.44366486 0.157418841 0.152423103 0.152423103 0.17568326
## demo$career1 -0.05216411 0.010754602 0.050171567 0.050171567 0.05787006
## demo$career2 -0.12258939 0.037833919 0.097731845 0.097731845 0.11428965
## demo$career3 0.02421243 -0.013410202 -0.014636982 -0.014636982 -0.04448700
## demo$career4 -0.01018328 -0.007928567 0.009598032 0.009598032 0.01705061
## demo$career5 0.05046230 0.007762183 -0.035218576 -0.035218576 -0.02996770
## demo$career6 -0.08713042 0.015555832 0.073052384 0.073052384 0.07340524
## demo$career7 0.08564674 -0.008190968 -0.074201795 -0.074201795 -0.07470235
## demo$career8 0.06645072 0.003639770 -0.058027274 -0.058027274 -0.05927301
## 16 17 18 19 20
## (Intercept) 0.15594798 0.16280308 0.200381692 0.17713340 0.204334334
## demo$career1 0.05757430 0.05893514 0.017921171 0.06258488 -0.005369029
## demo$career2 0.11636055 0.10942346 0.069443663 0.11588561 0.027896052
## demo$career3 -0.02799926 -0.01863490 -0.040854387 -0.01728884 -0.018499320
## demo$career4 0.01516988 0.01506229 -0.016665206 0.01869115 -0.015402544
## demo$career5 -0.03253591 -0.03982034 0.004133061 -0.04695625 0.017074281
## demo$career6 0.07981387 0.08498408 0.019712243 0.09169855 0.003129108
## demo$career7 -0.09164538 -0.08896657 -0.007761196 -0.10055047 0.005827796
## demo$career8 -0.06518257 -0.06956679 -0.002404726 -0.07324006 0.018243898
## 21 22 23 24 25
## (Intercept) 0.169049391 0.153455921 0.154778294 0.184812228 0.161806436
## demo$career1 0.040972012 0.027216351 0.044728152 0.018002136 0.043737263
## demo$career2 0.077217537 0.044539974 0.090090981 0.038395266 0.091743009
## demo$career3 -0.007653179 -0.001921828 -0.023909650 -0.005585609 -0.013104574
## demo$career4 0.004522605 -0.005612905 0.007310625 -0.003589266 0.002247927
## demo$career5 -0.016448114 -0.000652486 -0.025573319 -0.002965869 -0.024250007
## demo$career6 0.046425141 0.023098430 0.063130116 0.001437600 0.052900766
## demo$career7 -0.056244265 -0.027818997 -0.056342417 -0.017997775 -0.055648551
## demo$career8 -0.036791692 -0.016489065 -0.049696199 -0.008881419 -0.048795912
## 26 27 28 29 30
## (Intercept) 0.22303066 0.152423103 0.222341197 0.144938245 0.25467478
## demo$career1 0.06763445 0.050171567 0.001692875 0.034350128 -0.01042146
## demo$career2 0.12230694 0.097731845 0.022439395 0.082055840 -0.01605298
## demo$career3 -0.01503307 -0.014636982 -0.001942365 -0.028722913 -0.01158558
## demo$career4 0.02183473 0.009598032 -0.004471660 -0.001520526 -0.01612914
## demo$career5 -0.06097459 -0.035218576 0.016377765 -0.006190548 0.03093293
## demo$career6 0.09581253 0.073052384 -0.001115959 0.038186825 -0.04448940
## demo$career7 -0.10153225 -0.074201795 0.005714733 -0.034378478 0.04507945
## demo$career8 -0.07979212 -0.058027274 -0.001726349 -0.027395162 0.02334447
## 31 32 33 34 35
## (Intercept) 0.2362417357 0.152423103 0.40035239 0.20731763 0.145804240
## demo$career1 -0.0257484338 0.050171567 -0.05665004 -0.01213083 0.025375378
## demo$career2 -0.0316539820 0.097731845 -0.08215515 -0.02145572 0.058528229
## demo$career3 -0.0005029553 -0.014636982 0.02092021 -0.00867029 -0.022524481
## demo$career4 -0.0189170380 0.009598032 -0.01629246 -0.01538161 -0.007214877
## demo$career5 0.0369580277 -0.035218576 0.04391571 0.03283724 0.000756889
## demo$career6 -0.0379446433 0.073052384 -0.06859709 -0.03321357 0.023954366
## demo$career7 0.0431043316 -0.074201795 0.07138856 0.04143442 -0.020167317
## demo$career8 0.0417775225 -0.058027274 0.05936316 0.03607747 -0.012276538
## 36 37 38 39 40
## (Intercept) 0.193522753 0.161806436 0.15594798 0.150773226 0.157418841
## demo$career1 0.004956538 0.043737263 0.05757430 0.042422102 0.010754602
## demo$career2 0.003642982 0.091743009 0.11636055 0.083900551 0.037833919
## demo$career3 -0.018979347 -0.013104574 -0.02799926 -0.009278571 -0.013410202
## demo$career4 -0.014302104 0.002247927 0.01516988 0.001510237 -0.007928567
## demo$career5 0.024375948 -0.024250007 -0.03253591 -0.025073610 0.007762183
## demo$career6 -0.022273264 0.052900766 0.07981387 0.056006873 0.015555832
## demo$career7 0.026470406 -0.055648551 -0.09164538 -0.052337348 -0.008190968
## demo$career8 0.017346077 -0.048795912 -0.06518257 -0.042408005 0.003639770
## 41 42 43 44 45
## (Intercept) 0.18911708 0.18911708 0.143919220 0.142975162 0.30448795
## demo$career1 0.06517029 0.06517029 0.031968292 0.040453970 -0.04522695
## demo$career2 0.12117066 0.12117066 0.067895261 0.090423174 -0.05573300
## demo$career3 -0.02911380 -0.02911380 -0.012559668 -0.018841439 0.00945243
## demo$career4 0.01951366 0.01951366 -0.004237707 0.001194988 -0.02118418
## demo$career5 -0.04536449 -0.04536449 -0.010524645 -0.016946059 0.04457678
## demo$career6 0.08478500 0.08478500 0.036169976 0.049558012 -0.06288028
## demo$career7 -0.09194405 -0.09194405 -0.040854704 -0.053991818 0.06428354
## demo$career8 -0.07714975 -0.07714975 -0.022591673 -0.036932494 0.04994380
## 46 47 48 49 50
## (Intercept) 0.157418841 0.50526763 0.173331848 0.172067969 0.155518081
## demo$career1 0.010754602 -0.06136448 0.041993363 0.009409529 0.020233483
## demo$career2 0.037833919 -0.10710033 0.089430923 0.007352816 0.034063339
## demo$career3 -0.013410202 0.01866919 -0.034810890 -0.006807784 -0.011826902
## demo$career4 -0.007928567 -0.01840375 0.004032738 -0.009781260 -0.008746799
## demo$career5 0.007762183 0.04602043 -0.021132690 0.017888991 0.011288574
## demo$career6 0.015555832 -0.08245116 0.056290635 -0.011679553 0.010002379
## demo$career7 -0.008190968 0.08634294 -0.045681918 0.011623956 -0.006019645
## demo$career8 0.003639770 0.06865849 -0.042486172 0.006827223 -0.005620185
## 51 52 53 54 55
## (Intercept) 0.22303066 0.2164467076 0.224294058 0.20743152 0.163443548
## demo$career1 0.06763445 -0.0122912477 -0.006127956 0.06945177 0.020913101
## demo$career2 0.12230694 -0.0005080896 0.019584680 0.12026404 0.042608861
## demo$career3 -0.01503307 -0.0064054271 -0.020013348 -0.01877037 0.006124875
## demo$career4 0.02183473 -0.0174423946 -0.006131318 0.02259638 -0.004250862
## demo$career5 -0.06097459 0.0291498327 0.010127318 -0.05843310 -0.013041277
## demo$career6 0.09581253 -0.0130002287 0.003742660 0.09560342 0.036054919
## demo$career7 -0.10153225 0.0224531308 -0.004915338 -0.10018738 -0.029038454
## demo$career8 -0.07979212 0.0266706190 0.010506396 -0.08406319 -0.014268923
## 56 57 58 59 60
## (Intercept) 0.200901347 0.154518750 0.146128945 0.152423103 0.38885410
## demo$career1 0.004148214 0.029684154 0.040516828 0.050171567 -0.04463147
## demo$career2 -0.015366431 0.059172103 0.083111387 0.097731845 -0.11649742
## demo$career3 -0.007323013 -0.018571902 -0.018185698 -0.014636982 0.02137023
## demo$career4 -0.004737997 -0.002830435 0.004488611 0.009598032 -0.01168092
## demo$career5 0.019196481 0.003815677 -0.021667208 -0.035218576 0.05232758
## demo$career6 -0.018311641 0.025166710 0.054905251 0.073052384 -0.08590833
## demo$career7 0.018784592 -0.021185415 -0.064449898 -0.074201795 0.08288684
## demo$career8 0.020731372 -0.021411923 -0.039710337 -0.058027274 0.06252811
## 61 62 63 64 65
## (Intercept) 0.142975162 0.144999125 0.144938245 0.198856347 0.155518081
## demo$career1 0.040453970 0.048499143 0.034350128 0.014327649 0.020233483
## demo$career2 0.090423174 0.104501737 0.082055840 -0.019442091 0.034063339
## demo$career3 -0.018841439 -0.024116256 -0.028722913 -0.005644314 -0.011826902
## demo$career4 0.001194988 0.009534088 -0.001520526 -0.005605674 -0.008746799
## demo$career5 -0.016946059 -0.027598364 -0.006190548 0.022967458 0.011288574
## demo$career6 0.049558012 0.067336530 0.038186825 -0.024325249 0.010002379
## demo$career7 -0.053991818 -0.076487417 -0.034378478 0.021136812 -0.006019645
## demo$career8 -0.036932494 -0.053163332 -0.027395162 0.010810560 -0.005620185
## 66 67 68 69 70
## (Intercept) 0.27412761 0.20743152 0.164093673 0.220905438 0.208147193
## demo$career1 -0.00190868 0.06945177 0.031123842 0.001765788 0.017650387
## demo$career2 0.01344349 0.12026404 0.081097789 -0.048280689 0.045011726
## demo$career3 -0.01691141 -0.01877037 -0.040434407 0.015502133 -0.012171938
## demo$career4 -0.01414497 0.02259638 -0.005321557 -0.005493375 -0.003850318
## demo$career5 0.02204866 -0.05843310 -0.000935841 0.020063804 0.008764040
## demo$career6 -0.01885869 0.09560342 0.030130304 -0.024050148 0.008301887
## demo$career7 0.02562662 -0.10018738 -0.022356976 0.034294252 -0.007393898
## demo$career8 0.01083610 -0.08406319 -0.018998738 0.020135650 -0.018414618
## 71 72 73 74 75
## (Intercept) 0.249870630 0.143919220 0.162686859 1.833766e-01 0.22303066
## demo$career1 -0.013701097 0.031968292 0.032163835 5.951362e-03 0.06763445
## demo$career2 -0.002490839 0.067895261 0.053261861 3.189204e-02 0.12230694
## demo$career3 0.025127326 -0.012559668 -0.008540434 -1.108086e-02 -0.01503307
## demo$career4 -0.010494017 -0.004237707 -0.002307481 -6.485831e-03 0.02183473
## demo$career5 0.014676587 -0.010524645 -0.005395227 1.018968e-02 -0.06097459
## demo$career6 -0.006804033 0.036169976 0.032912958 -3.879104e-04 0.09581253
## demo$career7 -0.001446982 -0.040854704 -0.020546418 2.732407e-05 -0.10153225
## demo$career8 0.007732622 -0.022591673 -0.027754214 6.830376e-03 -0.07979212
## 76 77 78 79 80
## (Intercept) 0.156170741 0.163443548 0.19293342 0.184897373 0.17218552
## demo$career1 0.036650038 0.020913101 0.06485911 -0.006895481 0.03333237
## demo$career2 0.068285782 0.042608861 0.11613056 -0.016708814 0.06643303
## demo$career3 -0.017986483 0.006124875 -0.01202696 0.003552756 0.00083183
## demo$career4 0.002213743 -0.004250862 0.01914651 -0.010635014 -0.00380314
## demo$career5 -0.019580699 -0.013041277 -0.05274758 0.025890545 -0.02323345
## demo$career6 0.050596462 0.036054919 0.09340180 -0.021924549 0.04542518
## demo$career7 -0.043761616 -0.029038454 -0.10064353 0.025571977 -0.04322626
## demo$career8 -0.036138425 -0.014268923 -0.08288566 0.024513124 -0.02561235
## 81 82 83 84 85
## (Intercept) 0.17218552 0.1653061771 0.184897373 0.173331848 0.1976468096
## demo$career1 0.03333237 0.0126593958 -0.006895481 0.041993363 0.0086325507
## demo$career2 0.06643303 0.0233531758 -0.016708814 0.089430923 0.0087135735
## demo$career3 0.00083183 0.0078420100 0.003552756 -0.034810890 0.0081894530
## demo$career4 -0.00380314 -0.0062614983 -0.010635014 0.004032738 -0.0092251305
## demo$career5 -0.02323345 0.0062959112 0.025890545 -0.021132690 0.0080560281
## demo$career6 0.04542518 0.0147038255 -0.021924549 0.056290635 0.0006058377
## demo$career7 -0.04322626 -0.0160783042 0.025571977 -0.045681918 -0.0050263134
## demo$career8 -0.02561235 -0.0007565407 0.024513124 -0.042486172 -0.0036602247
## 86 87 88 89 90
## (Intercept) 0.145804240 0.1903270160 0.50526763 0.19293342 0.303996232
## demo$career1 0.025375378 0.0052507066 -0.06136448 0.06485911 -0.033115029
## demo$career2 0.058528229 -0.0078744193 -0.10710033 0.11613056 -0.079498069
## demo$career3 -0.022524481 0.0230520246 0.01866919 -0.01202696 0.007298647
## demo$career4 -0.007214877 -0.0064678031 -0.01840375 0.01914651 -0.018004744
## demo$career5 0.000756889 0.0026780379 0.04602043 -0.05274758 0.047321084
## demo$career6 0.023954366 0.0026786733 -0.08245116 0.09340180 -0.056833009
## demo$career7 -0.020167317 0.0009905717 0.08634294 -0.10064353 0.064775255
## demo$career8 -0.012276538 0.0039475835 0.06865849 -0.08288566 0.050796267
## 91 92 93 94 95
## (Intercept) 0.148187076 0.17325944 0.168804554 0.15747606 0.17090413
## demo$career1 0.034394068 0.06017170 0.045515956 0.05010026 0.06138860
## demo$career2 0.074533505 0.11673986 0.085295168 0.09596957 0.12284751
## demo$career3 -0.028050175 -0.02225365 -0.003907080 -0.02236317 -0.02640627
## demo$career4 0.001865934 0.01578087 0.002492369 0.01042144 0.01891216
## demo$career5 -0.011052313 -0.03902374 -0.031954630 -0.02691481 -0.04005420
## demo$career6 0.043687251 0.08205549 0.058987784 0.06812922 0.08691080
## demo$career7 -0.045122559 -0.09209691 -0.053904935 -0.08042864 -0.10351297
## demo$career8 -0.030246536 -0.07562364 -0.053759251 -0.05246363 -0.06911520
## 96 97 98 99 100
## (Intercept) 0.174038181 0.17943454 0.19054685 0.237946174 0.23069177
## demo$career1 -0.000407086 0.06139373 0.04906575 -0.016487788 0.05358314
## demo$career2 0.011270076 0.10992147 0.09884913 -0.020643087 0.11456000
## demo$career3 -0.008437425 -0.01323718 -0.02676938 0.025657843 -0.02890167
## demo$career4 -0.008938977 0.01563207 0.01099863 -0.008564544 0.02051734
## demo$career5 0.014244465 -0.04595217 -0.03620108 0.018689023 -0.04330658
## demo$career6 -0.005905192 0.08695838 0.06789469 -0.028388664 0.06889844
## demo$career7 0.009365725 -0.08940437 -0.06003709 0.010477474 -0.08591256
## demo$career8 0.016406195 -0.07959363 -0.04847642 0.019934856 -0.05864862
## 101 102 103 104 105
## (Intercept) 0.215028946 0.166550255 0.148187076 0.143919220 0.19243699
## demo$career1 -0.016837342 0.037028629 0.034394068 0.031968292 0.06737678
## demo$career2 -0.029167032 0.086443311 0.074533505 0.067895261 0.12020480
## demo$career3 0.009029429 -0.017044491 -0.028050175 -0.012559668 -0.02408824
## demo$career4 -0.013705013 0.002699459 0.001865934 -0.004237707 0.02224739
## demo$career5 0.029385675 -0.015327234 -0.011052313 -0.010524645 -0.05293736
## demo$career6 -0.024838965 0.036232665 0.043687251 0.036169976 0.09405696
## demo$career7 0.033723109 -0.047827223 -0.045122559 -0.040854704 -0.10014710
## demo$career8 0.026798058 -0.035162648 -0.030246536 -0.022591673 -0.07472904
## 106 107 108 109 110
## (Intercept) 0.38885410 0.18390318 0.247275161 0.185911223 0.172067969
## demo$career1 -0.04463147 0.05149066 -0.017713538 0.036297787 0.009409529
## demo$career2 -0.11649742 0.10205709 -0.009301151 0.038127446 0.007352816
## demo$career3 0.02137023 -0.03848655 -0.014800749 -0.013071936 -0.006807784
## demo$career4 -0.01168092 0.00998117 -0.021643357 0.007995754 -0.009781260
## demo$career5 0.05232758 -0.02637935 0.030828820 -0.012915909 0.017888991
## demo$career6 -0.08590833 0.06940254 -0.029529233 0.026818851 -0.011679553
## demo$career7 0.08288684 -0.06208678 0.042274988 -0.043467576 0.011623956
## demo$career8 0.06252811 -0.05517223 0.037990474 -0.026938595 0.006827223
## 111 112 113 114 115
## (Intercept) 0.155518081 0.18087892 0.144999125 0.187826205 0.50526763
## demo$career1 0.020233483 0.05733344 0.048499143 0.010455250 -0.06136448
## demo$career2 0.034063339 0.11214009 0.104501737 0.027472107 -0.10710033
## demo$career3 -0.011826902 -0.01468156 -0.024116256 -0.015871051 0.01866919
## demo$career4 -0.008746799 0.01448066 0.009534088 -0.006723190 -0.01840375
## demo$career5 0.011288574 -0.04308239 -0.027598364 0.009236350 0.04602043
## demo$career6 0.010002379 0.08568030 0.067336530 -0.012917553 -0.08245116
## demo$career7 -0.006019645 -0.09084875 -0.076487417 0.004794291 0.08634294
## demo$career8 -0.005620185 -0.06552575 -0.053163332 0.002618170 0.06865849
## 116 117 118 119 120
## (Intercept) 0.34001695 0.19293342 0.208009057 0.1676183463 0.362102429
## demo$career1 -0.02062677 0.06485911 0.019257873 0.0049056412 -0.025289233
## demo$career2 -0.04338665 0.11613056 0.052648777 0.0117727508 -0.051525521
## demo$career3 0.01069096 -0.01202696 -0.016033268 -0.0020175902 -0.009996387
## demo$career4 -0.01876194 0.01914651 -0.001875245 -0.0095439009 -0.014927106
## demo$career5 0.02118401 -0.05274758 -0.013280432 0.0188423161 0.038233295
## demo$career6 -0.02963014 0.09340180 0.038359228 0.0008500894 -0.066532007
## demo$career7 0.04463188 -0.10064353 -0.025696758 0.0068569886 0.067702855
## demo$career8 0.03938802 -0.08288566 -0.010780599 0.0110394286 0.051694579
## 121 122 123 124 125
## (Intercept) 0.142975162 0.144999125 0.22303066 0.313565471 0.166088732
## demo$career1 0.040453970 0.048499143 0.06763445 -0.039798018 0.032084379
## demo$career2 0.090423174 0.104501737 0.12230694 -0.027341942 0.072296266
## demo$career3 -0.018841439 -0.024116256 -0.01503307 -0.002953055 -0.015733029
## demo$career4 0.001194988 0.009534088 0.02183473 -0.024483640 0.007107093
## demo$career5 -0.016946059 -0.027598364 -0.06097459 0.038029739 -0.019894677
## demo$career6 0.049558012 0.067336530 0.09581253 -0.055152247 0.056688274
## demo$career7 -0.053991818 -0.076487417 -0.10153225 0.055206017 -0.046602068
## demo$career8 -0.036932494 -0.053163332 -0.07979212 0.048802786 -0.036294108
## 126 127 128 129 130
## (Intercept) 0.164363418 0.31012203 0.50526763 0.22303066 0.16280308
## demo$career1 0.037945476 -0.03609817 -0.06136448 0.06763445 0.05893514
## demo$career2 0.083731902 -0.06136708 -0.10710033 0.12230694 0.10942346
## demo$career3 -0.022581277 0.01122575 0.01866919 -0.01503307 -0.01863490
## demo$career4 -0.000332885 -0.01374878 -0.01840375 0.02183473 0.01506229
## demo$career5 -0.014022108 0.04147318 0.04602043 -0.06097459 -0.03982034
## demo$career6 0.042045924 -0.06351437 -0.08245116 0.09581253 0.08498408
## demo$career7 -0.036713488 0.05864945 0.08634294 -0.10153225 -0.08896657
## demo$career8 -0.039928224 0.05224622 0.06865849 -0.07979212 -0.06956679
## 131 132 133 134 135
## (Intercept) 0.31207439 0.204334334 0.21101782 0.17090413 0.142975162
## demo$career1 -0.04079153 -0.005369029 0.06445102 0.06138860 0.040453970
## demo$career2 -0.06659720 0.027896052 0.11667774 0.12284751 0.090423174
## demo$career3 0.01364544 -0.018499320 -0.01629293 -0.02640627 -0.018841439
## demo$career4 -0.01908413 -0.015402544 0.01856952 0.01891216 0.001194988
## demo$career5 0.04202071 0.017074281 -0.05473311 -0.04005420 -0.016946059
## demo$career6 -0.04536571 0.003129108 0.08984322 0.08691080 0.049558012
## demo$career7 0.05669710 0.005827796 -0.09093097 -0.10351297 -0.053991818
## demo$career8 0.05029387 0.018243898 -0.07669232 -0.06911520 -0.036932494
## 136 137 138 139 140
## (Intercept) 0.1681729876 0.20237429 0.164462573 0.209306442 0.17325944
## demo$career1 0.0390116988 0.06854353 0.023294936 0.006194849 0.06017170
## demo$career2 0.0704455627 0.12706028 0.056769439 -0.030943840 0.11673986
## demo$career3 -0.0019977411 -0.02752148 -0.010038370 0.015360143 -0.02225365
## demo$career4 0.0007163623 0.02294663 -0.001533681 -0.002924165 0.01578087
## demo$career5 -0.0274012428 -0.05216673 -0.008707180 0.017602073 -0.03902374
## demo$career6 0.0518767377 0.09128651 0.038071768 -0.019147580 0.08205549
## demo$career7 -0.0536825942 -0.10311577 -0.022562228 0.010379498 -0.09209691
## demo$career8 -0.0339066190 -0.08048791 -0.019072411 0.015918449 -0.07562364
## 141 142 143 144 145
## (Intercept) 0.153837353 0.143919220 0.172689988 0.15594798 0.353028542
## demo$career1 0.042501713 0.031968292 0.047766413 0.05757430 -0.053082770
## demo$career2 0.076787841 0.067895261 0.091283193 0.11636055 -0.041702873
## demo$career3 -0.008638995 -0.012559668 -0.018143392 -0.02799926 0.003580041
## demo$career4 0.004716057 -0.004237707 0.008151999 0.01516988 -0.028717490
## demo$career5 -0.029662043 -0.010524645 -0.032441435 -0.03253591 0.041922930
## demo$career6 0.061209245 0.036169976 0.065929000 0.07981387 -0.059099724
## demo$career7 -0.062524272 -0.040854704 -0.057790370 -0.09164538 0.065348170
## demo$career8 -0.045116007 -0.022591673 -0.060876523 -0.06518257 0.052038307
## 146 147 148 149 150
## (Intercept) 0.169617288 0.1976468096 0.34879564 0.18681594 0.22631208
## demo$career1 0.017010481 0.0086325507 -0.03629227 0.06636144 0.05318886
## demo$career2 0.019068730 0.0087135735 -0.10300542 0.12713480 0.12651416
## demo$career3 0.003213439 0.0081894530 0.01609689 -0.03316547 -0.06195661
## demo$career4 -0.006509682 -0.0092251305 -0.01396668 0.02257274 0.01028950
## demo$career5 0.005374544 0.0080560281 0.04850557 -0.04636857 -0.02833644
## demo$career6 0.002624348 0.0006058377 -0.06153349 0.08952516 0.07224472
## demo$career7 -0.011460844 -0.0050263134 0.06958107 -0.10309015 -0.06668936
## demo$career8 -0.004847193 -0.0036602247 0.05666803 -0.07079618 -0.05318163
## 151 152 153 154 155
## (Intercept) 0.255733704 0.16748624 0.2233275947 0.1602372187 0.16748624
## demo$career1 -0.002542035 0.05417179 -0.0180173389 0.0383124957 0.05417179
## demo$career2 0.039015149 0.10474031 -0.0009787203 0.0625003327 0.10474031
## demo$career3 -0.023011006 -0.01338715 -0.0132863142 0.0007739925 -0.01338715
## demo$career4 -0.016288870 0.01346790 -0.0167564639 0.0004056243 0.01346790
## demo$career5 0.017823463 -0.04267516 0.0242188635 -0.0161670354 -0.04267516
## demo$career6 0.010824635 0.08030092 -0.0202661733 0.0443914481 0.08030092
## demo$career7 0.011163512 -0.08650687 0.0250960532 -0.0405237970 -0.08650687
## demo$career8 0.006203067 -0.06214227 0.0324813028 -0.0372459291 -0.06214227
## 156 157 158 159 160
## (Intercept) 0.50526763 0.22303066 0.22303066 0.17274010 0.243079454
## demo$career1 -0.06136448 0.06763445 0.06763445 0.06280863 -0.008081715
## demo$career2 -0.10710033 0.12230694 0.12230694 0.12101154 -0.055032216
## demo$career3 0.01866919 -0.01503307 -0.01503307 -0.03491308 0.008616633
## demo$career4 -0.01840375 0.02183473 0.02183473 0.01902876 -0.004405614
## demo$career5 0.04602043 -0.06097459 -0.06097459 -0.03922591 0.034644553
## demo$career6 -0.08245116 0.09581253 0.09581253 0.08274924 -0.055186036
## demo$career7 0.08634294 -0.10153225 -0.10153225 -0.09157758 0.046470695
## demo$career8 0.06865849 -0.07979212 -0.07979212 -0.06707521 0.033550915
## 161 162 163 164 165
## (Intercept) 0.157418841 0.17090413 0.17713340 1.651102e-01 0.144938245
## demo$career1 0.010754602 0.06138860 0.06258488 2.978282e-02 0.034350128
## demo$career2 0.037833919 0.12284751 0.11588561 5.857779e-02 0.082055840
## demo$career3 -0.013410202 -0.02640627 -0.01728884 -2.881557e-05 -0.028722913
## demo$career4 -0.007928567 0.01891216 0.01869115 4.452502e-03 -0.001520526
## demo$career5 0.007762183 -0.04005420 -0.04695625 -2.410251e-02 -0.006190548
## demo$career6 0.015555832 0.08691080 0.09169855 5.472052e-02 0.038186825
## demo$career7 -0.008190968 -0.10351297 -0.10055047 -5.292785e-02 -0.034378478
## demo$career8 0.003639770 -0.06911520 -0.07324006 -3.160474e-02 -0.027395162
## 166 167 168 169 170
## (Intercept) 0.16262846 0.190608008 0.153455921 0.27659818 0.157418841
## demo$career1 0.05414714 0.001432535 0.027216351 -0.03798380 0.010754602
## demo$career2 0.10968006 0.015722687 0.044539974 -0.04919914 0.037833919
## demo$career3 -0.03133774 0.015568826 -0.001921828 0.02222301 -0.013410202
## demo$career4 0.01365299 -0.009084635 -0.005612905 -0.01561671 -0.007928567
## demo$career5 -0.03461753 0.009330014 -0.000652486 0.03671382 0.007762183
## demo$career6 0.07075243 0.011878505 0.023098430 -0.04942599 0.015555832
## demo$career7 -0.07688836 -0.016420691 -0.027818997 0.04594126 -0.008190968
## demo$career8 -0.05548637 0.003141160 -0.016489065 0.03652482 0.003639770
## 171 172 173 174 175
## (Intercept) 0.1889254424 0.145804240 0.243079454 0.16932221 0.185450799
## demo$career1 0.0002887103 0.025375378 -0.008081715 0.05559182 0.052685162
## demo$career2 0.0082071068 0.058528229 -0.055032216 0.10290433 0.107568209
## demo$career3 -0.0140157357 -0.022524481 0.008616633 -0.02189396 -0.009563427
## demo$career4 -0.0140778052 -0.007214877 -0.004405614 0.01358450 0.012926407
## demo$career5 0.0253635016 0.000756889 0.034644553 -0.04184687 -0.045864941
## demo$career6 -0.0092583705 0.023954366 -0.055186036 0.07613936 0.081108419
## demo$career7 0.0215439074 -0.020167317 0.046470695 -0.07457148 -0.088451989
## demo$career8 0.0216869776 -0.012276538 0.033550915 -0.06010228 -0.058276451
## 176 177 178 179 180
## (Intercept) 0.182176163 0.150773226 0.213245860 0.185911223 0.34083335
## demo$career1 0.001566093 0.042422102 -0.012727028 0.036297787 -0.04105098
## demo$career2 -0.003739031 0.083900551 -0.024929733 0.038127446 -0.09139628
## demo$career3 0.013506843 -0.009278571 0.006800040 -0.013071936 0.01171350
## demo$career4 -0.007201508 0.001510237 -0.009086618 0.007995754 -0.01620440
## demo$career5 0.012716703 -0.025073610 0.028974270 -0.012915909 0.05119414
## demo$career6 -0.006750709 0.056006873 -0.040513437 0.026818851 -0.08000493
## demo$career7 0.001227743 -0.052337348 0.035506195 -0.043467576 0.07754336
## demo$career8 0.011810422 -0.042408005 0.028581144 -0.026938595 0.05629699
## 181 182 183 184 185
## (Intercept) 0.169617288 0.142975162 0.143919220 0.153455921 1.833766e-01
## demo$career1 0.017010481 0.040453970 0.031968292 0.027216351 5.951362e-03
## demo$career2 0.019068730 0.090423174 0.067895261 0.044539974 3.189204e-02
## demo$career3 0.003213439 -0.018841439 -0.012559668 -0.001921828 -1.108086e-02
## demo$career4 -0.006509682 0.001194988 -0.004237707 -0.005612905 -6.485831e-03
## demo$career5 0.005374544 -0.016946059 -0.010524645 -0.000652486 1.018968e-02
## demo$career6 0.002624348 0.049558012 0.036169976 0.023098430 -3.879104e-04
## demo$career7 -0.011460844 -0.053991818 -0.040854704 -0.027818997 2.732407e-05
## demo$career8 -0.004847193 -0.036932494 -0.022591673 -0.016489065 6.830376e-03
## 186 187 188 189 190
## (Intercept) 0.195567753 0.147107456 0.167443445 0.162686859 0.155518081
## demo$career1 -0.005222898 0.042818390 0.031146388 0.032163835 0.020233483
## demo$career2 0.007718642 0.096829861 0.073352414 0.053261861 0.034063339
## demo$career3 -0.020658046 -0.033889912 -0.039743774 -0.008540434 -0.011826902
## demo$career4 -0.013434427 0.007143202 -0.001836770 -0.002307481 -0.008746799
## demo$career5 0.020604971 -0.017459370 -0.005946845 -0.005395227 0.011288574
## demo$career6 -0.016259656 0.056873011 0.035792979 0.032912958 0.010002379
## demo$career7 0.024118186 -0.058124111 -0.033403159 -0.020546418 -0.006019645
## demo$career8 0.027266889 -0.044399701 -0.021927634 -0.027754214 -0.005620185
## 191 192 193 194 195
## (Intercept) 0.50526763 0.179240872 0.19243699 0.17943454 0.239729260
## demo$career1 -0.06136448 0.026571558 0.06737678 0.06139373 -0.020598103
## demo$career2 -0.10710033 0.082205918 0.12020480 0.10992147 -0.024880386
## demo$career3 0.01866919 -0.009744726 -0.02408824 -0.01323718 0.027887232
## demo$career4 -0.01840375 0.007283564 0.02224739 0.01563207 -0.013182938
## demo$career5 0.04602043 -0.019935948 -0.05293736 -0.04595217 0.019100427
## demo$career6 -0.08245116 0.059707741 0.09405696 0.08695838 -0.012714192
## demo$career7 0.08634294 -0.069161297 -0.10014710 -0.08940437 0.008694388
## demo$career8 0.06865849 -0.037395748 -0.07472904 -0.07959363 0.018151770
## 196 197 198 199 200
## (Intercept) 0.26824617 0.161450901 0.177896515 0.144999125 0.17090413
## demo$career1 -0.03283676 0.031381080 0.006492955 0.048499143 0.06138860
## demo$career2 -0.04084713 0.060476313 0.035305305 0.104501737 0.12284751
## demo$career3 0.00303189 -0.013892515 -0.025390997 -0.024116256 -0.02640627
## demo$career4 -0.01750254 0.003916893 -0.012232298 0.009534088 0.01891216
## demo$career5 0.04044527 -0.016584272 0.013747827 -0.027598364 -0.04005420
## demo$career6 -0.05857532 0.036718181 0.006260496 0.067336530 0.08691080
## demo$career7 0.05429327 -0.050223119 0.005507392 -0.076487417 -0.10351297
## demo$career8 0.04670546 -0.029474267 0.013670195 -0.053163332 -0.06911520
## 201 202 203 204 205
## (Intercept) 0.1870530566 0.155518081 0.142975162 0.157418841 0.162686859
## demo$career1 0.0136754159 0.020233483 0.040453970 0.010754602 0.032163835
## demo$career2 0.0383369592 0.034063339 0.090423174 0.037833919 0.053261861
## demo$career3 0.0006440211 -0.011826902 -0.018841439 -0.013410202 -0.008540434
## demo$career4 -0.0071174274 -0.008746799 0.001194988 -0.007928567 -0.002307481
## demo$career5 -0.0067991737 0.011288574 -0.016946059 0.007762183 -0.005395227
## demo$career6 0.0269332442 0.010002379 0.049558012 0.015555832 0.032912958
## demo$career7 -0.0129040229 -0.006019645 -0.053991818 -0.008190968 -0.020546418
## demo$career8 -0.0013996118 -0.005620185 -0.036932494 0.003639770 -0.027754214
## 206 207 208 209 210
## (Intercept) 0.22303066 0.18724432 0.153837353 0.183090088 0.182176163
## demo$career1 0.06763445 0.05406994 0.042501713 0.025794114 0.001566093
## demo$career2 0.12230694 0.10577469 0.076787841 0.074299177 -0.003739031
## demo$career3 -0.01503307 -0.01786488 -0.008638995 -0.024017611 0.013506843
## demo$career4 0.02183473 0.01304001 0.004716057 0.008628535 -0.007201508
## demo$career5 -0.06097459 -0.04505666 -0.029662043 -0.009602645 0.012716703
## demo$career6 0.09581253 0.07704217 0.061209245 0.036250853 -0.006750709
## demo$career7 -0.10153225 -0.07679827 -0.062524272 -0.041608038 0.001227743
## demo$career8 -0.07979212 -0.05628209 -0.045116007 -0.028387998 0.011810422
## 211 212 213 214 215
## (Intercept) 0.154778294 0.174197335 0.40121956 0.50526763 0.212136324
## demo$career1 0.044728152 0.043481173 -0.04379355 -0.06136448 -0.001284105
## demo$career2 0.090090981 0.093622000 -0.09025008 -0.10710033 0.022489249
## demo$career3 -0.023909650 -0.019650739 0.01029357 0.01866919 -0.007647803
## demo$career4 0.007310625 0.006947396 -0.02148601 -0.01840375 -0.014277903
## demo$career5 -0.025573319 -0.029434726 0.04550445 0.04602043 0.006611512
## demo$career6 0.063130116 0.064604803 -0.05696426 -0.08245116 0.012517343
## demo$career7 -0.056342417 -0.059297717 0.07052138 0.08634294 0.005420789
## demo$career8 -0.049696199 -0.046114029 0.05893458 0.06865849 0.009840698
## 216 217 218 219 220
## (Intercept) 0.173922394 0.358240440 0.50526763 0.161592468 0.152423103
## demo$career1 0.032442335 -0.040299987 -0.06136448 0.051644031 0.050171567
## demo$career2 0.073294997 -0.087574112 -0.10710033 0.096353408 0.097731845
## demo$career3 -0.008455987 0.027284905 0.01866919 -0.013549936 -0.014636982
## demo$career4 0.008569483 -0.009460772 -0.01840375 0.007336029 0.009598032
## demo$career5 -0.024383594 0.041488392 0.04602043 -0.030081943 -0.035218576
## demo$career6 0.056754208 -0.066290466 -0.08245116 0.068763972 0.073052384
## demo$career7 -0.068648323 0.060136272 0.08634294 -0.068130355 -0.074201795
## demo$career8 -0.031150506 0.045062740 0.06865849 -0.054696638 -0.058027274
## 221 222 223 224 225
## (Intercept) 0.146128945 0.22303066 0.17943454 0.17642446 0.50526763
## demo$career1 0.040516828 0.06763445 0.06139373 0.05559822 -0.06136448
## demo$career2 0.083111387 0.12230694 0.10992147 0.10340059 -0.10710033
## demo$career3 -0.018185698 -0.01503307 -0.01323718 -0.01232537 0.01866919
## demo$career4 0.004488611 0.02183473 0.01563207 0.01125967 -0.01840375
## demo$career5 -0.021667208 -0.06097459 -0.04595217 -0.03766710 0.04602043
## demo$career6 0.054905251 0.09581253 0.08695838 0.07612731 -0.08245116
## demo$career7 -0.064449898 -0.10153225 -0.08940437 -0.08060028 0.08634294
## demo$career8 -0.039710337 -0.07979212 -0.07959363 -0.05888537 0.06865849
## 226 227 228 229 230
## (Intercept) 0.1921407882 0.352492036 0.15301696 0.152423103 0.148187076
## demo$career1 0.0243998112 -0.040267699 0.03658718 0.050171567 0.034394068
## demo$career2 0.0485738217 -0.066791232 0.07559757 0.097731845 0.074533505
## demo$career3 0.0134159894 0.001211682 -0.01864222 -0.014636982 -0.028050175
## demo$career4 -0.0001462967 -0.025387294 -0.00107988 0.009598032 0.001865934
## demo$career5 -0.0146074174 0.044809176 -0.01485955 -0.035218576 -0.011052313
## demo$career6 0.0396302836 -0.052680865 0.04524922 0.073052384 0.043687251
## demo$career7 -0.0339875386 0.065884676 -0.03330354 -0.074201795 -0.045122559
## demo$career8 -0.0201785468 0.052971638 -0.03336058 -0.058027274 -0.030246536
## 231 232 233 234 235
## (Intercept) 0.392841748 0.17289676 0.246783437 0.16316006 0.17477725
## demo$career1 -0.048923608 0.05425694 -0.017506102 0.05144622 0.05571407
## demo$career2 -0.077789945 0.10325792 -0.037914416 0.10530231 0.10137743
## demo$career3 0.005700045 -0.02090392 0.007517167 -0.01835640 -0.02962651
## demo$career4 -0.023880688 0.01439386 -0.017364823 0.01032622 0.01451363
## demo$career5 0.048339927 -0.03479318 0.024781066 -0.03440860 -0.03394386
## demo$career6 -0.076503116 0.07579062 -0.024758114 0.07003768 0.07152918
## demo$career7 0.078899197 -0.09297742 0.048147815 -0.07741996 -0.08074640
## demo$career8 0.058540462 -0.05688508 0.029013628 -0.06424518 -0.05479732
## 236 237 238 239 240
## (Intercept) 0.148187076 0.17568326 0.145804240 0.278712758 0.3155178228
## demo$career1 0.034394068 0.05787006 0.025375378 -0.032143186 -0.0444913762
## demo$career2 0.074533505 0.11428965 0.058528229 -0.018966581 -0.0325720618
## demo$career3 -0.028050175 -0.04448700 -0.022524481 -0.006487786 -0.0005333655
## demo$career4 0.001865934 0.01705061 -0.007214877 -0.025650849 -0.0298189841
## demo$career5 -0.011052313 -0.02996770 0.000756889 0.034787504 0.0385772708
## demo$career6 0.043687251 0.07340524 0.023954366 -0.033999694 -0.0370035890
## demo$career7 -0.045122559 -0.07470235 -0.020167317 0.043826689 0.0532536646
## demo$career8 -0.030246536 -0.05927301 -0.012276538 0.043814636 0.0468504337
## 241 242 243 244 245
## (Intercept) 0.148187076 0.26824617 0.39138624 0.18732356 0.2003168822
## demo$career1 0.034394068 -0.03283676 -0.04817357 0.06378552 0.0106624275
## demo$career2 0.074533505 -0.04084713 -0.09626593 0.12296418 0.0242797673
## demo$career3 -0.028050175 0.00303189 0.01370989 -0.02081234 0.0148016811
## demo$career4 0.001865934 -0.01750254 -0.01519212 0.01940006 -0.0050664687
## demo$career5 -0.011052313 0.04044527 0.04979543 -0.04617278 -0.0123311333
## demo$career6 0.043687251 -0.05857532 -0.08129761 0.08885124 0.0199641739
## demo$career7 -0.045122559 0.05429327 0.08035470 -0.10359777 -0.0180045832
## demo$career8 -0.030246536 0.04670546 0.05999597 -0.07914411 -0.0006273425
## 246 247 248 249 250
## (Intercept) 0.190608008 0.3155178228 0.242004963 0.16805317 0.17232943
## demo$career1 0.001432535 -0.0444913762 -0.015460326 0.04539952 0.05291869
## demo$career2 0.015722687 -0.0325720618 -0.056647978 0.10101759 0.10392387
## demo$career3 0.015568826 -0.0005333655 0.013818109 -0.02256340 -0.01726935
## demo$career4 -0.009084635 -0.0298189841 -0.009392871 0.01120015 0.00806422
## demo$career5 0.009330014 0.0385772708 0.035421074 -0.02629455 -0.02927197
## demo$career6 0.011878505 -0.0370035890 -0.040201795 0.05495884 0.06574927
## demo$career7 -0.016420691 0.0532536646 0.037341105 -0.07113332 -0.07134852
## demo$career8 0.003141160 0.0468504337 0.034625407 -0.05187225 -0.06091454
## 251 252 253 254 255
## (Intercept) 0.231845877 0.144999125 0.193426311 0.17713340 0.145804240
## demo$career1 -0.004573570 0.048499143 -0.002737860 0.06258488 0.025375378
## demo$career2 0.003252178 0.104501737 -0.020505023 0.11588561 0.058528229
## demo$career3 0.001642093 -0.024116256 0.013663621 -0.01728884 -0.022524481
## demo$career4 -0.007188493 0.009534088 -0.009706379 0.01869115 -0.007214877
## demo$career5 0.020512056 -0.027598364 0.015092689 -0.04695625 0.000756889
## demo$career6 -0.015993383 0.067336530 -0.011522279 0.09169855 0.023954366
## demo$career7 0.016906178 -0.076487417 0.024418820 -0.10055047 -0.020167317
## demo$career8 0.016647793 -0.053163332 0.015879193 -0.07324006 -0.012276538
## 256 257 258 259 260
## (Intercept) 0.147107456 0.32102424 0.211399638 0.1658403043 0.50526763
## demo$career1 0.042818390 -0.04449903 -0.007690482 0.0382239225 -0.06136448
## demo$career2 0.096829861 -0.05238313 -0.015285558 0.0668228053 -0.10710033
## demo$career3 -0.033889912 0.02431344 0.019064048 -0.0168452361 0.01866919
## demo$career4 0.007143202 -0.01479994 -0.010033011 -0.0001640908 -0.01840375
## demo$career5 -0.017459370 0.03539642 0.015683773 -0.0141660122 0.04602043
## demo$career6 0.056873011 -0.04985922 -0.009061289 0.0460584771 -0.08245116
## demo$career7 -0.058124111 0.04774724 0.008286301 -0.0373314062 0.08634294
## demo$career8 -0.044399701 0.03935989 0.013568842 -0.0326500941 0.06865849
## 261 262 263 264 265
## (Intercept) 0.143919220 0.270139619 0.270139619 0.171316764 0.170311901
## demo$career1 0.031968292 -0.037318248 -0.037318248 0.048785184 0.041230716
## demo$career2 0.067895261 -0.045702775 -0.045702775 0.100909783 0.087633975
## demo$career3 -0.012559668 0.005385269 0.005385269 -0.010709734 -0.005414427
## demo$career4 -0.004237707 -0.022575132 -0.022575132 0.009159189 0.001287766
## demo$career5 -0.010524645 0.040940609 0.040940609 -0.038708066 -0.028947921
## demo$career6 0.036169976 -0.041333971 -0.041333971 0.074144815 0.057663587
## demo$career7 -0.040854704 0.052399828 0.052399828 -0.076566029 -0.055412282
## demo$career8 -0.022591673 0.044812017 0.044812017 -0.054243906 -0.038996756
## 266 267 268 269 270
## (Intercept) 0.21101782 0.164093673 0.150773226 0.172067969 0.144999125
## demo$career1 0.06445102 0.031123842 0.042422102 0.009409529 0.048499143
## demo$career2 0.11667774 0.081097789 0.083900551 0.007352816 0.104501737
## demo$career3 -0.01629293 -0.040434407 -0.009278571 -0.006807784 -0.024116256
## demo$career4 0.01856952 -0.005321557 0.001510237 -0.009781260 0.009534088
## demo$career5 -0.05473311 -0.000935841 -0.025073610 0.017888991 -0.027598364
## demo$career6 0.08984322 0.030130304 0.056006873 -0.011679553 0.067336530
## demo$career7 -0.09093097 -0.022356976 -0.052337348 0.011623956 -0.076487417
## demo$career8 -0.07669232 -0.018998738 -0.042408005 0.006827223 -0.053163332
## 271 272 273 274 275
## (Intercept) 0.142975162 0.303996232 0.156170741 0.18681594 0.198856347
## demo$career1 0.040453970 -0.033115029 0.036650038 0.06636144 0.014327649
## demo$career2 0.090423174 -0.079498069 0.068285782 0.12713480 -0.019442091
## demo$career3 -0.018841439 0.007298647 -0.017986483 -0.03316547 -0.005644314
## demo$career4 0.001194988 -0.018004744 0.002213743 0.02257274 -0.005605674
## demo$career5 -0.016946059 0.047321084 -0.019580699 -0.04636857 0.022967458
## demo$career6 0.049558012 -0.056833009 0.050596462 0.08952516 -0.024325249
## demo$career7 -0.053991818 0.064775255 -0.043761616 -0.10309015 0.021136812
## demo$career8 -0.036932494 0.050796267 -0.036138425 -0.07079618 0.010810560
## 276 277 278 279 280
## (Intercept) 0.268937869 0.16280308 0.18390318 0.252419262 0.152038447
## demo$career1 -0.013623528 0.05893514 0.05149066 0.004783207 0.034285618
## demo$career2 -0.061605710 0.10942346 0.10205709 -0.033028228 0.061879095
## demo$career3 -0.004326471 -0.01863490 -0.03848655 -0.015679260 -0.002938011
## demo$career4 -0.009211729 0.01506229 0.00998117 -0.008380433 -0.003734471
## demo$career5 0.042239741 -0.03982034 -0.02637935 0.032982040 -0.019067387
## demo$career6 -0.068593195 0.08498408 0.06940254 -0.055491452 0.043281464
## demo$career7 0.064183589 -0.08896657 -0.06208678 0.047334969 -0.039629322
## demo$career8 0.046343148 -0.06956679 -0.05517223 0.025901929 -0.028671218
## 281 282 283 284 285
## (Intercept) 0.1759263028 0.16074798 0.275490949 0.152423103 0.172689988
## demo$career1 0.0163095702 0.05269001 -0.028685111 0.050171567 0.047766413
## demo$career2 0.0313880450 0.11156055 -0.051054105 0.097731845 0.091283193
## demo$career3 -0.0237613553 -0.02261515 0.007051483 -0.014636982 -0.018143392
## demo$career4 -0.0130745807 0.01353322 -0.015524199 0.009598032 0.008151999
## demo$career5 0.0173923531 -0.03546684 0.038009312 -0.035218576 -0.032441435
## demo$career6 0.0004861358 0.07501387 -0.041923396 0.073052384 0.065929000
## demo$career7 0.0077656219 -0.08911937 0.047048498 -0.074201795 -0.057790370
## demo$career8 0.0040912235 -0.05757414 0.047036444 -0.058027274 -0.060876523
## 286 287 288 289 290
## (Intercept) 0.209888279 0.184241039 0.153837353 0.174038181 0.150773226
## demo$career1 0.006061748 0.019462622 0.042501713 -0.000407086 0.042422102
## demo$career2 0.024623301 0.026050386 0.076787841 0.011270076 0.083900551
## demo$career3 -0.028322728 -0.012997516 -0.008638995 -0.008437425 -0.009278571
## demo$career4 -0.011093204 -0.012109108 0.004716057 -0.008938977 0.001510237
## demo$career5 0.015386231 0.007201519 -0.029662043 0.014244465 -0.025073610
## demo$career6 -0.023567361 0.009680762 0.061209245 -0.005905192 0.056006873
## demo$career7 0.019321470 0.007347112 -0.062524272 0.009365725 -0.052337348
## demo$career8 0.012946363 -0.003567760 -0.045116007 0.016406195 -0.042408005
## 291 292 293 294 295
## (Intercept) 0.209572641 0.153455921 0.18732356 0.1602372187 0.16316006
## demo$career1 0.056539903 0.027216351 0.06378552 0.0383124957 0.05144622
## demo$career2 0.106732154 0.044539974 0.12296418 0.0625003327 0.10530231
## demo$career3 -0.003476924 -0.001921828 -0.02081234 0.0007739925 -0.01835640
## demo$career4 0.011405811 -0.005612905 0.01940006 0.0004056243 0.01032622
## demo$career5 -0.046907167 -0.000652486 -0.04617278 -0.0161670354 -0.03440860
## demo$career6 0.079088159 0.023098430 0.08885124 0.0443914481 0.07003768
## demo$career7 -0.083230513 -0.027818997 -0.10359777 -0.0405237970 -0.07741996
## demo$career8 -0.065146185 -0.016489065 -0.07914411 -0.0372459291 -0.06424518
## 296 297 298 299 300
## (Intercept) 0.2362417357 0.144938245 0.155292009 0.150773226 0.22303066
## demo$career1 -0.0257484338 0.034350128 0.018052643 0.042422102 0.06763445
## demo$career2 -0.0316539820 0.082055840 0.048174351 0.083900551 0.12230694
## demo$career3 -0.0005029553 -0.028722913 -0.003461290 -0.009278571 -0.01503307
## demo$career4 -0.0189170380 -0.001520526 -0.004817472 0.001510237 0.02183473
## demo$career5 0.0369580277 -0.006190548 -0.004068254 -0.025073610 -0.06097459
## demo$career6 -0.0379446433 0.038186825 0.028447281 0.056006873 0.09581253
## demo$career7 0.0431043316 -0.034378478 -0.029909732 -0.052337348 -0.10153225
## demo$career8 0.0417775225 -0.027395162 -0.007527521 -0.042408005 -0.07979212
## 301 302 303 304 305
## (Intercept) 0.17713340 0.2236269673 0.16748624 0.35385792 0.217240543
## demo$career1 0.06258488 0.0174794951 0.05417179 -0.02987065 0.008405613
## demo$career2 0.11588561 -0.0140391810 0.10474031 -0.10349552 0.035077038
## demo$career3 -0.01728884 0.0076954616 -0.01338715 0.02711396 -0.007027684
## demo$career4 0.01869115 -0.0005829429 0.01346790 -0.01257714 0.002201115
## demo$career5 -0.04695625 0.0123833329 -0.04267516 0.03505798 -0.001948716
## demo$career6 0.09169855 -0.0264552850 0.08030092 -0.04715662 0.032747927
## demo$career7 -0.10055047 0.0055827819 -0.08650687 0.06606470 -0.034124656
## demo$career8 -0.07324006 0.0015979236 -0.06214227 0.04481170 -0.009074145
## 306 307 308 309 310
## (Intercept) 0.152423103 0.173642572 0.165432071 0.27491940 0.195501789
## demo$career1 0.050171567 0.024582318 0.021743515 -0.01607899 0.017838527
## demo$career2 0.097731845 0.050731621 0.056764115 -0.06567424 0.038969423
## demo$career3 -0.014636982 -0.023603419 -0.034419402 0.01216382 0.004472554
## demo$career4 0.009598032 -0.010488733 -0.011332754 -0.01316433 -0.002858631
## demo$career5 -0.035218576 -0.003182365 0.006371634 0.03061386 -0.003821663
## demo$career6 0.073052384 0.023533246 0.015179890 -0.03994107 0.028092355
## demo$career7 -0.074201795 -0.007122497 -0.007275627 0.05215194 -0.013857505
## demo$career8 -0.058027274 -0.010272783 -0.003102582 0.03690212 -0.010245801
## 311 312
## (Intercept) 0.321756051 0.50526763
## demo$career1 -0.024270039 -0.06136448
## demo$career2 -0.074093961 -0.10710033
## demo$career3 0.016564084 0.01866919
## demo$career4 -0.006079511 -0.01840375
## demo$career5 0.037268190 0.04602043
## demo$career6 -0.060374573 -0.08245116
## demo$career7 0.058004447 0.08634294
## demo$career8 0.038988829 0.06865849
##
## $f.perms
## [,1]
## [1,] 0.7596510
## [2,] 1.1680792
## [3,] 0.6552679
## [4,] 0.5512247
## [5,] 0.9288928
## [6,] 0.8256961
## [7,] 1.2839602
## [8,] 1.1299843
## [9,] 1.1331899
## [10,] 1.2887970
## [11,] 1.3454531
## [12,] 0.7036951
## [13,] 0.6130817
## [14,] 0.9380838
## [15,] 0.5571980
## [16,] 0.9464858
## [17,] 0.7857734
## [18,] 1.7079737
## [19,] 0.9126627
## [20,] 0.5554509
## [21,] 0.8604446
## [22,] 0.8352446
## [23,] 0.7009169
## [24,] 0.5724283
## [25,] 0.9725674
## [26,] 0.9269989
## [27,] 0.9179289
## [28,] 0.7656056
## [29,] 0.6882345
## [30,] 1.2675355
## [31,] 1.3780607
## [32,] 0.5045489
## [33,] 0.9731846
## [34,] 1.2083521
## [35,] 1.4477971
## [36,] 1.7342409
## [37,] 0.6478094
## [38,] 0.5991627
## [39,] 1.0123592
## [40,] 2.1353154
## [41,] 0.9819405
## [42,] 0.7391267
## [43,] 1.0135263
## [44,] 0.8576176
## [45,] 1.0527827
## [46,] 1.4859227
## [47,] 0.3980865
## [48,] 0.6592354
## [49,] 0.9216717
## [50,] 0.5675689
## [51,] 0.8710135
## [52,] 0.4176683
## [53,] 0.9837777
## [54,] 0.6531574
## [55,] 0.3457425
## [56,] 0.6273012
## [57,] 1.3230603
## [58,] 1.0614162
## [59,] 1.4912582
## [60,] 0.5009981
## [61,] 0.5783609
## [62,] 0.7540117
## [63,] 0.9949009
## [64,] 1.2248778
## [65,] 0.4672683
## [66,] 0.6845456
## [67,] 0.8528331
## [68,] 0.6126113
## [69,] 0.3558463
## [70,] 0.9952158
## [71,] 1.8541832
## [72,] 0.5130384
## [73,] 1.3065933
## [74,] 1.3163931
## [75,] 0.6575140
## [76,] 1.0334424
## [77,] 1.0090881
## [78,] 1.1022372
## [79,] 0.6877039
## [80,] 1.1799297
## [81,] 0.6304641
## [82,] 0.8470471
## [83,] 0.7756000
## [84,] 1.0685246
## [85,] 1.3395746
## [86,] 1.5765220
## [87,] 0.4923459
## [88,] 1.5024391
## [89,] 0.8723038
## [90,] 0.8345150
## [91,] 2.6371739
## [92,] 2.2083378
## [93,] 0.3657337
## [94,] 1.4441143
## [95,] 0.6458932
## [96,] 0.7687080
## [97,] 0.4468022
## [98,] 0.4793276
## [99,] 1.9969728
## [100,] 1.3713769
## [101,] 0.9534471
## [102,] 0.3825111
## [103,] 1.3627732
## [104,] 1.5194249
## [105,] 1.1197570
## [106,] 1.0416930
## [107,] 1.0624798
## [108,] 0.8318961
## [109,] 0.9198201
## [110,] 1.0751269
## [111,] 0.8158712
## [112,] 0.7778123
## [113,] 0.7794392
## [114,] 1.2431750
## [115,] 0.7384001
## [116,] 0.4484398
## [117,] 3.3845051
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## [795,] 2.2287829
## [796,] 0.9949439
## [797,] 0.4252812
## [798,] 1.0114877
## [799,] 0.7286294
## [800,] 1.2473603
## [801,] 1.6176095
## [802,] 2.1052904
## [803,] 1.1872088
## [804,] 0.8516906
## [805,] 0.9028738
## [806,] 1.2048987
## [807,] 1.6169658
## [808,] 0.7586599
## [809,] 1.0011941
## [810,] 0.5476448
## [811,] 0.8110285
## [812,] 0.7219191
## [813,] 1.3434008
## [814,] 0.6404536
## [815,] 0.8813734
## [816,] 0.8088425
## [817,] 1.3589549
## [818,] 0.9140735
## [819,] 1.0284908
## [820,] 0.9827656
## [821,] 0.6156168
## [822,] 1.5182139
## [823,] 0.9247328
## [824,] 1.2406769
## [825,] 0.5205248
## [826,] 0.5017019
## [827,] 0.6830680
## [828,] 0.5431275
## [829,] 0.7547035
## [830,] 0.4525043
## [831,] 0.7782596
## [832,] 0.4521684
## [833,] 1.3006169
## [834,] 0.7410576
## [835,] 1.0140541
## [836,] 1.3650486
## [837,] 2.6420736
## [838,] 0.8140526
## [839,] 0.7401785
## [840,] 2.0658116
## [841,] 0.4966746
## [842,] 0.6622330
## [843,] 0.9000985
## [844,] 0.7503696
## [845,] 0.8190312
## [846,] 1.0081498
## [847,] 1.3477225
## [848,] 0.6102862
## [849,] 1.2687564
## [850,] 1.1416731
## [851,] 1.4159582
## [852,] 0.9148463
## [853,] 0.7972002
## [854,] 0.8021413
## [855,] 1.0334602
## [856,] 1.0806299
## [857,] 0.7114577
## [858,] 0.6030395
## [859,] 1.4037107
## [860,] 1.2108863
## [861,] 1.0535412
## [862,] 0.5664403
## [863,] 0.5802998
## [864,] 0.8216043
## [865,] 2.5694881
## [866,] 1.0927461
## [867,] 1.3600447
## [868,] 0.8935837
## [869,] 0.6673960
## [870,] 1.6567166
## [871,] 1.3198659
## [872,] 0.9160919
## [873,] 1.0203966
## [874,] 0.5653453
## [875,] 1.5601666
## [876,] 0.5876359
## [877,] 0.9205969
## [878,] 1.3599151
## [879,] 1.2808607
## [880,] 0.7210382
## [881,] 0.6241741
## [882,] 0.3594653
## [883,] 1.6052269
## [884,] 1.4169884
## [885,] 1.2262688
## [886,] 1.1749281
## [887,] 1.5665101
## [888,] 1.2639758
## [889,] 0.8646582
## [890,] 1.3671903
## [891,] 0.7314147
## [892,] 0.7364223
## [893,] 0.9053445
## [894,] 1.2286789
## [895,] 0.7730906
## [896,] 1.7641491
## [897,] 1.4195040
## [898,] 1.1286801
## [899,] 0.3414813
## [900,] 0.8461659
## [901,] 0.7875396
## [902,] 1.0941332
## [903,] 0.8289967
## [904,] 0.2804030
## [905,] 0.8276730
## [906,] 0.7708535
## [907,] 1.1662565
## [908,] 1.2503047
## [909,] 0.6343136
## [910,] 0.6937487
## [911,] 0.8357595
## [912,] 1.0214462
## [913,] 1.5518895
## [914,] 0.5810141
## [915,] 0.7293576
## [916,] 1.0257834
## [917,] 1.2459069
## [918,] 1.0098505
## [919,] 1.8909174
## [920,] 1.3069971
## [921,] 0.7749401
## [922,] 1.0551530
## [923,] 0.7480940
## [924,] 0.8880075
## [925,] 0.9015457
## [926,] 1.1602106
## [927,] 1.0498591
## [928,] 1.4559219
## [929,] 0.8704034
## [930,] 0.7741349
## [931,] 0.6586050
## [932,] 0.7101745
## [933,] 0.5107729
## [934,] 1.3286830
## [935,] 1.0374687
## [936,] 1.1525495
## [937,] 0.9628299
## [938,] 0.7979507
## [939,] 1.5162804
## [940,] 1.1300552
## [941,] 0.7883541
## [942,] 1.4519013
## [943,] 0.5882211
## [944,] 0.9964956
## [945,] 0.7089846
## [946,] 0.6698064
## [947,] 1.4520389
## [948,] 0.7007767
## [949,] 0.4914633
## [950,] 0.8778656
## [951,] 0.4604310
## [952,] 0.9574376
## [953,] 0.9996758
## [954,] 0.6850702
## [955,] 0.5969365
## [956,] 0.6194264
## [957,] 0.8961386
## [958,] 0.6792361
## [959,] 0.8294773
## [960,] 0.5714657
## [961,] 0.3177620
## [962,] 1.8092532
## [963,] 0.5424429
## [964,] 0.7753372
## [965,] 0.7335880
## [966,] 0.6705291
## [967,] 0.8946730
## [968,] 0.6034442
## [969,] 0.4184908
## [970,] 0.5954956
## [971,] 1.1241857
## [972,] 1.7702921
## [973,] 0.6419135
## [974,] 0.9064966
## [975,] 0.6749767
## [976,] 2.0076204
## [977,] 0.8277356
## [978,] 1.4711167
## [979,] 0.9619492
## [980,] 0.8104394
## [981,] 0.4529930
## [982,] 0.6384847
## [983,] 1.0450585
## [984,] 0.9140585
## [985,] 0.6737781
## [986,] 0.4361064
## [987,] 1.2536748
## [988,] 0.3824104
## [989,] 1.1470805
## [990,] 0.2156210
## [991,] 0.5203962
## [992,] 1.7211872
## [993,] 1.1104321
## [994,] 0.8457261
## [995,] 0.6473718
## [996,] 0.5623879
## [997,] 0.7246351
## [998,] 1.0992695
## [999,] 0.3984582
##
## $model.matrix
## (Intercept) demo$career1 demo$career2 demo$career3 demo$career4
## 1 1 0 0 0 0
## 2 1 0 0 0 0
## 3 1 0 0 0 1
## 4 1 0 0 0 1
## 5 1 0 0 0 1
## 6 1 0 0 0 1
## 7 1 0 0 0 1
## 8 1 0 0 0 0
## 9 1 0 0 0 1
## 10 1 0 0 0 0
## 11 1 0 1 0 0
## 12 1 0 0 0 1
## 13 1 1 0 0 0
## 14 1 1 0 0 0
## 15 1 0 0 0 0
## 16 1 -1 -1 -1 -1
## 17 1 0 0 0 1
## 18 1 0 0 1 0
## 19 1 0 0 0 0
## 20 1 0 0 0 1
## 21 1 1 0 0 0
## 22 1 0 0 0 1
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## 31 1 0 0 0 1
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## 56 1 0 0 0 0
## 57 1 -1 -1 -1 -1
## 58 1 0 0 0 0
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## 169 1 0 0 0 1
## 170 1 1 0 0 0
## 171 1 0 0 0 1
## 172 1 -1 -1 -1 -1
## 173 1 0 0 0 0
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## 193 1 -1 -1 -1 -1
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## 196 1 0 0 0 0
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## 198 1 -1 -1 -1 -1
## 199 1 1 0 0 0
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## 201 1 1 0 0 0
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## 203 1 1 0 0 0
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## 211 1 1 0 0 0
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## 225 1 0 0 0 0
## 226 1 -1 -1 -1 -1
## 227 1 0 0 0 1
## 228 1 0 0 0 1
## 229 1 0 0 0 0
## 230 1 0 0 0 0
## 231 1 0 0 0 1
## 232 1 0 0 0 0
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## 237 1 0 0 1 0
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## 242 1 0 0 0 1
## 243 1 0 0 0 1
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## 245 1 0 0 0 1
## 246 1 0 0 0 0
## 247 1 1 0 0 0
## 248 1 0 0 0 0
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## 250 1 1 0 0 0
## 251 1 0 1 0 0
## 252 1 0 0 1 0
## 253 1 0 0 0 1
## 254 1 0 0 0 0
## 255 1 0 0 0 1
## 256 1 0 0 0 0
## 257 1 1 0 0 0
## 258 1 1 0 0 0
## 259 1 0 0 1 0
## 260 1 1 0 0 0
## 261 1 0 0 0 0
## 262 1 0 0 0 1
## 263 1 0 0 0 1
## 264 1 0 0 0 1
## 265 1 0 0 0 1
## 266 1 0 0 0 0
## 267 1 0 0 0 1
## 268 1 0 0 0 1
## 269 1 0 0 0 1
## 270 1 0 0 0 1
## 271 1 0 0 0 0
## 272 1 0 0 0 1
## 273 1 0 0 0 1
## 274 1 0 0 0 0
## 275 1 0 0 0 0
## 276 1 0 0 1 0
## 277 1 0 0 0 1
## 278 1 0 0 0 0
## 279 1 0 0 0 0
## 280 1 0 0 0 1
## 281 1 0 0 0 0
## 282 1 0 0 0 0
## 283 1 1 0 0 0
## 284 1 0 0 0 0
## 285 1 0 1 0 0
## 286 1 0 0 0 0
## 287 1 0 0 0 1
## 288 1 0 0 0 1
## 289 1 0 0 0 0
## 290 1 0 0 0 1
## 291 1 0 0 0 1
## 292 1 0 0 0 1
## 293 1 0 0 0 0
## 294 1 0 0 0 1
## 295 1 0 0 0 0
## 296 1 1 0 0 0
## 297 1 0 0 1 0
## 298 1 0 0 0 1
## 299 1 0 0 0 0
## 300 1 0 0 0 0
## 301 1 0 0 0 0
## 302 1 0 1 0 0
## 303 1 0 0 0 1
## 304 1 0 1 0 0
## 305 1 1 0 0 0
## 306 1 0 0 0 0
## 307 1 0 0 0 0
## 308 1 0 0 0 0
## 309 1 0 0 0 0
## 310 1 0 0 0 0
## 311 1 0 0 0 0
## 312 1 0 0 0 0
## demo$career5 demo$career6 demo$career7 demo$career8
## 1 1 0 0 0
## 2 1 0 0 0
## 3 0 0 0 0
## 4 0 0 0 0
## 5 0 0 0 0
## 6 0 0 0 0
## 7 0 0 0 0
## 8 1 0 0 0
## 9 0 0 0 0
## 10 0 0 0 1
## 11 0 0 0 0
## 12 0 0 0 0
## 13 0 0 0 0
## 14 0 0 0 0
## 15 0 0 0 1
## 16 -1 -1 -1 -1
## 17 0 0 0 0
## 18 0 0 0 0
## 19 1 0 0 0
## 20 0 0 0 0
## 21 0 0 0 0
## 22 0 0 0 0
## 23 1 0 0 0
## 24 0 0 0 0
## 25 0 0 0 0
## 26 1 0 0 0
## 27 0 0 0 0
## 28 0 0 0 0
## 29 0 0 0 0
## 30 0 1 0 0
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## 34 0 0 0 0
## 35 0 0 0 0
## 36 0 0 0 0
## 37 0 1 0 0
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## 40 0 0 0 0
## 41 1 0 0 0
## 42 1 0 0 0
## 43 0 0 0 0
## 44 0 0 0 0
## 45 0 0 0 0
## 46 0 0 0 0
## 47 0 0 0 0
## 48 1 0 0 0
## 49 0 0 0 0
## 50 0 0 0 0
## 51 0 0 0 0
## 52 0 1 0 0
## 53 0 0 0 0
## 54 0 0 0 0
## 55 0 1 0 0
## 56 0 1 0 0
## 57 -1 -1 -1 -1
## 58 1 0 0 0
## 59 0 0 0 0
## 60 0 0 0 0
## 61 0 0 0 0
## 62 0 0 0 0
## 63 0 0 0 0
## 64 0 0 0 0
## 65 0 0 0 0
## 66 0 0 0 0
## 67 1 0 0 0
## 68 0 1 0 0
## 69 0 0 0 0
## 70 0 0 0 0
## 71 0 0 0 1
## 72 0 1 0 0
## 73 0 1 0 0
## 74 0 0 0 0
## 75 1 0 0 0
## 76 1 0 0 0
## 77 1 0 0 0
## 78 1 0 0 0
## 79 0 0 0 0
## 80 0 0 0 0
## 81 0 0 0 0
## 82 0 0 0 0
## 83 0 1 0 0
## 84 0 0 0 0
## 85 0 0 0 0
## 86 0 0 0 0
## 87 0 0 0 0
## 88 0 1 0 0
## 89 1 0 0 0
## 90 0 0 0 0
## 91 1 0 0 0
## 92 0 0 0 0
## 93 1 0 0 0
## 94 0 0 1 0
## 95 0 0 1 0
## 96 1 0 0 0
## 97 0 0 0 0
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## 100 0 0 0 0
## 101 0 0 0 0
## 102 1 0 0 0
## 103 1 0 0 0
## 104 0 0 0 0
## 105 0 0 0 1
## 106 0 1 0 0
## 107 0 0 0 0
## 108 0 0 0 0
## 109 0 0 0 0
## 110 0 0 0 0
## 111 0 0 0 0
## 112 0 0 0 0
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## 118 0 0 0 0
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## 123 1 0 0 0
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## 169 0 0 0 0
## 170 0 0 0 0
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## 172 -1 -1 -1 -1
## 173 1 0 0 0
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## 190 0 0 0 0
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## 192 0 0 1 0
## 193 -1 -1 -1 -1
## 194 0 0 0 1
## 195 1 0 0 0
## 196 1 0 0 0
## 197 0 0 0 0
## 198 -1 -1 -1 -1
## 199 0 0 0 0
## 200 0 0 0 0
## 201 0 0 0 0
## 202 0 0 0 0
## 203 0 0 0 0
## 204 0 0 0 0
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## 206 0 0 0 0
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## 212 0 0 0 0
## 213 0 0 0 0
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## 215 0 0 0 0
## 216 1 0 0 0
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## 218 0 0 0 0
## 219 0 0 0 0
## 220 0 0 0 0
## 221 1 0 0 0
## 222 1 0 0 0
## 223 1 0 0 0
## 224 0 0 0 0
## 225 1 0 0 0
## 226 -1 -1 -1 -1
## 227 0 0 0 0
## 228 0 0 0 0
## 229 0 0 0 1
## 230 1 0 0 0
## 231 0 0 0 0
## 232 0 0 1 0
## 233 0 0 0 0
## 234 0 0 0 1
## 235 1 0 0 0
## 236 0 0 0 0
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## 238 0 0 0 0
## 239 0 0 0 0
## 240 0 0 0 0
## 241 0 0 0 0
## 242 0 0 0 0
## 243 0 0 0 0
## 244 0 0 0 1
## 245 0 0 0 0
## 246 1 0 0 0
## 247 0 0 0 0
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## 255 0 0 0 0
## 256 0 0 1 0
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## 258 0 0 0 0
## 259 0 0 0 0
## 260 0 0 0 0
## 261 1 0 0 0
## 262 0 0 0 0
## 263 0 0 0 0
## 264 0 0 0 0
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##
## $terms
## si ~ demo$career
## attr(,"variables")
## list(si, demo$career)
## attr(,"factors")
## demo$career
## si 0
## demo$career 1
## attr(,"term.labels")
## [1] "demo$career"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"Look at that! The differences are significant for Science Identity
across career goals.
Career Motivation
Next, let’s look into Carer Motivation:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$career 8 0.5407 0.067592 1.3393 0.03415 0.194
## Residuals 303 15.2921 0.050469 0.96585
## Total 311 15.8329 1.00000
##
## $call
## adonis(formula = cm ~ demo$career)
##
## $coefficients
## cm1 cm2 cm3 cm4 cm5
## (Intercept) 3.9691427 4.0936888 4.06084350 4.1718674 4.016128837
## demo$career1 -0.1024760 -0.0270221 -0.06084350 -0.2829785 0.006093385
## demo$career2 -0.2768350 -0.4013811 -0.21468966 0.2127480 -0.400744221
## demo$career3 0.2308573 0.3729779 0.27248983 0.4281326 0.383871163
## demo$career4 -0.1248804 -0.0281150 -0.02805662 -0.2128510 -0.040719001
## demo$career5 -0.1358094 -0.2464665 -0.21362128 -0.3385340 -0.224462170
## demo$career6 -0.4691427 -0.5436888 -0.56084350 -0.6718674 -1.116128837
## demo$career7 0.3165716 0.4777398 0.51058507 0.5424183 0.841014020
## demo$career8 0.1975240 0.1563112 0.18915650 0.1614660 0.233871163
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.125543899 0.15447473 0.568581667 0.126088883 0.125543899
## demo$career1 0.014340689 0.01987944 -0.011641710 0.017799728 0.014340689
## demo$career2 0.020930906 -0.01212656 -0.006644032 -0.009758685 0.020930906
## demo$career3 -0.057808848 -0.05243878 0.056651236 -0.055789713 -0.057808848
## demo$career4 0.023629436 0.03656338 -0.031507867 0.035916656 0.023629436
## demo$career5 0.054990275 0.06869865 -0.069057942 0.077921426 0.054990275
## demo$career6 0.078521767 0.01903831 -0.042457852 0.020274183 0.078521767
## demo$career7 -0.080079750 -0.05884568 0.070158903 -0.054736589 -0.080079750
## demo$career8 -0.005641417 0.03325752 -0.018096658 0.043959976 -0.005641417
## 6 7 8 9 10
## (Intercept) 0.12519539 0.12129434 0.125543899 0.121420116 0.568581667
## demo$career1 0.01200665 0.02076121 0.014340689 0.017740293 -0.011641710
## demo$career2 0.01248721 -0.01203855 0.020930906 0.008837681 -0.006644032
## demo$career3 -0.05609014 -0.05912616 -0.057808848 -0.060153315 0.056651236
## demo$career4 0.02516885 0.03575136 0.023629436 0.026986760 -0.031507867
## demo$career5 0.06623175 0.07479369 0.054990275 0.064168236 -0.069057942
## demo$career6 0.04820983 0.03313573 0.078521767 0.065403836 -0.042457852
## demo$career7 -0.07333714 -0.05323456 -0.080079750 -0.078759707 0.070158903
## demo$career8 0.01890399 0.03183686 -0.005641417 0.006776966 -0.018096658
## 11 12 13 14 15
## (Intercept) 0.15297843 0.125543899 0.125543899 0.1264492593 0.125543899
## demo$career1 0.02170636 0.014340689 0.014340689 0.0182850724 0.014340689
## demo$career2 -0.03353179 0.020930906 0.020930906 -0.0215572276 0.020930906
## demo$career3 -0.04793850 -0.057808848 -0.057808848 -0.0541122268 -0.057808848
## demo$career4 0.04202998 0.023629436 0.023629436 0.0395722663 0.023629436
## demo$career5 0.07483783 0.054990275 0.054990275 0.0825167348 0.054990275
## demo$career6 -0.01606402 0.078521767 0.078521767 -0.0007919698 0.078521767
## demo$career7 -0.03115555 -0.080079750 -0.080079750 -0.0377888535 -0.080079750
## demo$career8 0.04918695 -0.005641417 -0.005641417 0.0574070223 -0.005641417
## 16 17 18 19 20
## (Intercept) 0.1264492593 0.125543899 0.125708153 0.125543899 0.1264492593
## demo$career1 0.0182850724 0.014340689 0.012365336 0.014340689 0.0182850724
## demo$career2 -0.0215572276 0.020930906 0.001700303 0.020930906 -0.0215572276
## demo$career3 -0.0541122268 -0.057808848 -0.054583748 -0.057808848 -0.0541122268
## demo$career4 0.0395722663 0.023629436 0.028463520 0.023629436 0.0395722663
## demo$career5 0.0825167348 0.054990275 0.070451411 0.054990275 0.0825167348
## demo$career6 -0.0007919698 0.078521767 0.028830142 0.078521767 -0.0007919698
## demo$career7 -0.0377888535 -0.080079750 -0.057648373 -0.080079750 -0.0377888535
## demo$career8 0.0574070223 -0.005641417 0.031210920 -0.005641417 0.0574070223
## 21 22 23 24 25
## (Intercept) 0.121420116 0.125543899 0.398651535 0.12717176 0.125543899
## demo$career1 0.017740293 0.014340689 -0.006867656 0.01572419 0.014340689
## demo$career2 0.008837681 0.020930906 -0.018809817 -0.01067506 0.020930906
## demo$career3 -0.060153315 -0.057808848 0.015585730 -0.05398659 -0.057808848
## demo$career4 0.026986760 0.023629436 0.004347537 0.03380172 0.023629436
## demo$career5 0.064168236 0.054990275 0.001365718 0.07563614 0.054990275
## demo$career6 0.065403836 0.078521767 -0.073159679 0.01446908 0.078521767
## demo$career7 -0.078759707 -0.080079750 0.033998169 -0.04901675 -0.080079750
## demo$career8 0.006776966 -0.005641417 0.034097573 0.04296519 -0.005641417
## 26 27 28 29 30
## (Intercept) 0.568581667 0.121420116 0.1264492593 0.125543899 0.298534802
## demo$career1 -0.011641710 0.017740293 0.0182850724 0.014340689 -0.002756108
## demo$career2 -0.006644032 0.008837681 -0.0215572276 0.020930906 -0.031590140
## demo$career3 0.056651236 -0.060153315 -0.0541122268 -0.057808848 -0.004588904
## demo$career4 -0.031507867 0.026986760 0.0395722663 0.023629436 0.019256418
## demo$career5 -0.069057942 0.064168236 0.0825167348 0.054990275 0.039977211
## demo$career6 -0.042457852 0.065403836 -0.0007919698 0.078521767 -0.079902121
## demo$career7 0.070158903 -0.078759707 -0.0377888535 -0.080079750 0.010874025
## demo$career8 -0.018096658 0.006776966 0.0574070223 -0.005641417 0.055027164
## 31 32 33 34 35
## (Intercept) 0.5197830686 0.5197175104 0.568581667 0.125543899 0.14047569
## demo$career1 -0.0147142709 -0.0139079719 -0.011641710 0.014340689 0.01623675
## demo$career2 -0.0106361825 -0.0105706242 -0.006644032 0.020930906 -0.02852374
## demo$career3 0.0469436603 0.0470092185 0.056651236 -0.057808848 -0.04912414
## demo$career4 -0.0214313714 -0.0207124513 -0.031507867 0.023629436 0.04048586
## demo$career5 -0.0431820181 -0.0451005868 -0.069057942 0.054990275 0.08107581
## demo$career6 -0.0617043403 -0.0616387821 -0.042457852 0.078521767 -0.02425194
## demo$career7 0.0620063746 0.0620719329 0.070158903 -0.080079750 -0.02579567
## demo$career8 0.0004402194 0.0005057777 -0.018096658 -0.005641417 0.06168969
## 36 37 38 39 40
## (Intercept) 0.12727320 0.15772632 0.568581667 0.394084537 0.125543899
## demo$career1 0.02056530 0.01268868 -0.011641710 -0.014581670 0.014340689
## demo$career2 -0.01110211 -0.01874305 -0.006644032 -0.013237289 0.020930906
## demo$career3 -0.05628055 -0.04308515 0.056651236 0.020152728 -0.057808848
## demo$career4 0.03741173 0.03420587 -0.031507867 0.002205587 0.023629436
## demo$career5 0.07004939 0.07017232 -0.069057942 0.006241357 0.054990275
## demo$career6 0.03408328 -0.02068684 -0.042457852 -0.092019872 0.078521767
## demo$career7 -0.04679106 -0.03590344 0.070158903 0.038565166 -0.080079750
## demo$career8 0.02956170 0.04850410 -0.018096658 0.038664570 -0.005641417
## 41 42 43 44 45
## (Intercept) 0.568581667 0.125543899 0.125543899 0.294713824 0.121915809
## demo$career1 -0.011641710 0.014340689 0.014340689 -0.014018550 0.018230859
## demo$career2 -0.006644032 0.020930906 0.020930906 -0.020076854 -0.001815129
## demo$career3 0.056651236 -0.057808848 -0.057808848 -0.005706197 -0.058803820
## demo$career4 -0.031507867 0.023629436 0.023629436 0.021261346 0.030269650
## demo$career5 -0.069057942 0.054990275 0.054990275 0.042163262 0.068290188
## demo$career6 -0.042457852 0.078521767 0.078521767 -0.084272919 0.046877441
## demo$career7 0.070158903 -0.080079750 -0.080079750 0.014695003 -0.063564054
## demo$career8 -0.018096658 -0.005641417 -0.005641417 0.058848142 0.018560382
## 46 47 48 49 50
## (Intercept) 2.135208e-01 0.207465056 0.568581667 0.130069045 0.398045071
## demo$career1 6.687249e-05 0.008803390 -0.011641710 0.008952498 -0.017739734
## demo$career2 -2.048412e-02 -0.007520131 -0.006644032 0.014454544 -0.017700588
## demo$career3 -2.924027e-02 -0.038748044 0.056651236 -0.052329809 0.016192194
## demo$career4 3.547067e-02 0.025376797 -0.031507867 0.024962656 0.003709589
## demo$career5 6.537950e-02 0.056865682 -0.069057942 0.060809214 0.004582022
## demo$career6 -7.612783e-02 0.010317185 -0.042457852 0.043430739 -0.068401041
## demo$career7 -7.705741e-03 -0.045207598 0.070158903 -0.059559235 0.034604632
## demo$career8 6.978887e-02 0.037778589 -0.018096658 0.017734038 0.034704037
## 51 52 53 54 55
## (Intercept) 0.568581667 0.219251522 0.15851656 0.568581667 0.125708153
## demo$career1 -0.011641710 0.009163725 0.01067381 -0.011641710 0.012365336
## demo$career2 -0.006644032 -0.021819273 -0.02126827 -0.006644032 0.001700303
## demo$career3 0.056651236 -0.026605018 -0.04381334 0.056651236 -0.054583748
## demo$career4 -0.031507867 0.034267119 0.03922575 -0.031507867 0.028463520
## demo$career5 -0.069057942 0.059648736 0.07614534 -0.069057942 0.070451411
## demo$career6 -0.042457852 -0.071326741 -0.03560385 -0.042457852 0.028830142
## demo$career7 0.070158903 -0.004507932 -0.01653562 0.070158903 -0.057648373
## demo$career8 -0.018096658 0.064058104 0.06270941 -0.018096658 0.031210920
## 56 57 58 59 60
## (Intercept) 0.14047569 0.142055870 0.125543899 0.125543899 0.445812320
## demo$career1 0.01623675 0.009541228 0.014340689 0.014340689 0.001088418
## demo$career2 -0.02852374 -0.001440586 0.020930906 0.020930906 -0.032798470
## demo$career3 -0.04912414 -0.049946658 -0.057808848 -0.057808848 0.021608643
## demo$career4 0.04048586 0.032741346 0.023629436 0.023629436 -0.003874260
## demo$career5 0.08107581 0.072498748 0.054990275 0.054990275 -0.013337773
## demo$career6 -0.02425194 0.004482830 0.078521767 0.078521767 -0.043284847
## demo$career7 -0.02579567 -0.038704815 -0.080079750 -0.080079750 0.033292024
## demo$career8 0.06168969 0.045768666 -0.005641417 -0.005641417 0.015295031
## 61 62 63 64 65
## (Intercept) 0.125543899 0.14294472 0.124650756 0.159892181 0.143482344
## demo$career1 0.014340689 0.01494494 0.014393570 0.008126687 0.006878611
## demo$career2 0.020930906 -0.01924707 0.002598685 -0.014639732 0.008741864
## demo$career3 -0.057808848 -0.05176861 -0.056351502 -0.045373762 -0.047794188
## demo$career4 0.023629436 0.03874660 0.030532130 0.036421160 0.025558826
## demo$career5 0.054990275 0.07933973 0.072685865 0.076253571 0.059158799
## demo$career6 0.078521767 -0.01077341 0.034500476 -0.023138357 0.022744263
## demo$career7 -0.080079750 -0.03620121 -0.063235495 -0.026074504 -0.049029679
## demo$career8 -0.005641417 0.05922066 0.032184142 0.061333784 0.020928311
## 66 67 68 69 70
## (Intercept) 0.140139341 0.125543899 0.124650756 0.137660094 0.121420116
## demo$career1 0.010320416 0.014340689 0.014393570 0.020060532 0.017740293
## demo$career2 -0.008864717 0.020930906 0.002598685 -0.025352713 0.008837681
## demo$career3 -0.051448933 -0.057808848 -0.056351502 -0.055396322 -0.060153315
## demo$career4 0.032135349 0.023629436 0.030532130 0.039564181 0.026986760
## demo$career5 0.075742378 0.054990275 0.072685865 0.078789108 0.064168236
## demo$career6 0.003631502 0.078521767 0.034500476 0.008308551 0.065403836
## demo$career7 -0.044510294 -0.080079750 -0.063235495 -0.042031047 -0.078759707
## demo$career8 0.047685195 -0.005641417 0.032184142 0.046196188 0.006776966
## 71 72 73 74 75
## (Intercept) 0.125543899 0.239509837 0.1264492593 0.125543899 0.125543899
## demo$career1 0.014340689 -0.002227489 0.0182850724 0.014340689 0.014340689
## demo$career2 0.020930906 -0.015970081 -0.0215572276 0.020930906 0.020930906
## demo$career3 -0.057808848 -0.022276515 -0.0541122268 -0.057808848 -0.057808848
## demo$career4 0.023629436 0.030771108 0.0395722663 0.023629436 0.023629436
## demo$career5 0.054990275 0.058111284 0.0825167348 0.054990275 0.054990275
## demo$career6 0.078521767 -0.083648324 -0.0007919698 0.078521767 0.078521767
## demo$career7 -0.080079750 -0.001046433 -0.0377888535 -0.080079750 -0.080079750
## demo$career8 -0.005641417 0.066260508 0.0574070223 -0.005641417 -0.005641417
## 76 77 78 79 80
## (Intercept) 0.121915809 0.125543899 0.568581667 0.1264492593 0.125543899
## demo$career1 0.018230859 0.014340689 -0.011641710 0.0182850724 0.014340689
## demo$career2 -0.001815129 0.020930906 -0.006644032 -0.0215572276 0.020930906
## demo$career3 -0.058803820 -0.057808848 0.056651236 -0.0541122268 -0.057808848
## demo$career4 0.030269650 0.023629436 -0.031507867 0.0395722663 0.023629436
## demo$career5 0.068290188 0.054990275 -0.069057942 0.0825167348 0.054990275
## demo$career6 0.046877441 0.078521767 -0.042457852 -0.0007919698 0.078521767
## demo$career7 -0.063564054 -0.080079750 0.070158903 -0.0377888535 -0.080079750
## demo$career8 0.018560382 -0.005641417 -0.018096658 0.0574070223 -0.005641417
## 81 82 83 84 85
## (Intercept) 0.125543899 0.179948945 0.293948031 0.1208827263 0.1264492593
## demo$career1 0.014340689 0.006024957 -0.009497967 0.0202139072 0.0182850724
## demo$career2 0.020930906 -0.026555757 -0.018944761 -0.0009340681 -0.0215572276
## demo$career3 -0.057808848 -0.040264761 -0.004940404 -0.0605375358 -0.0541122268
## demo$career4 0.023629436 0.033588264 0.022483141 0.0322939101 0.0395722663
## demo$career5 0.054990275 0.072994179 0.043044076 0.0704760214 0.0825167348
## demo$career6 0.078521767 -0.033511792 -0.095091375 0.0524191360 -0.0007919698
## demo$career7 -0.080079750 -0.017691487 0.015460796 -0.0690244781 -0.0377888535
## demo$career8 -0.005641417 0.061128034 0.059613935 0.0195129489 0.0574070223
## 86 87 88 89 90
## (Intercept) 0.121420116 0.136351453 0.265174720 0.125543899 0.14181699
## demo$career1 0.017740293 0.022481906 -0.006786016 0.014340689 0.01375410
## demo$career2 0.008837681 -0.031651849 -0.023898758 0.020930906 -0.02206411
## demo$career3 -0.060153315 -0.053920910 -0.013089172 -0.057808848 -0.05064088
## demo$career4 0.026986760 0.042223374 0.028013868 0.023629436 0.03775591
## demo$career5 0.064168236 0.078689248 0.051674784 0.054990275 0.08117971
## demo$career6 0.065403836 -0.003496361 -0.087136316 0.078521767 -0.01212575
## demo$career7 -0.078759707 -0.033000398 0.007766775 -0.080079750 -0.03507347
## demo$career8 0.006776966 0.047504829 0.064002389 -0.005641417 0.06034839
## 91 92 93 94 95
## (Intercept) 0.125543899 0.121420116 0.433214189 0.125543899 0.121420116
## demo$career1 0.014340689 0.017740293 -0.013666103 0.014340689 0.017740293
## demo$career2 0.020930906 0.008837681 -0.019069117 0.020930906 0.008837681
## demo$career3 -0.057808848 -0.060153315 0.028409673 -0.057808848 -0.060153315
## demo$career4 0.023629436 0.026986760 -0.003346315 0.023629436 0.026986760
## demo$career5 0.054990275 0.064168236 -0.010713017 0.054990275 0.064168236
## demo$career6 0.078521767 0.065403836 -0.078103042 0.078521767 0.065403836
## demo$career7 -0.080079750 -0.078759707 0.045890155 -0.080079750 -0.078759707
## demo$career8 -0.005641417 0.006776966 0.027893162 -0.005641417 0.006776966
## 96 97 98 99 100
## (Intercept) 0.12727320 0.129395582 0.568581667 0.177891183 0.125543899
## demo$career1 0.02056530 0.008667225 -0.011641710 0.004286551 0.014340689
## demo$career2 -0.01110211 0.024742970 -0.006644032 -0.011885027 0.020930906
## demo$career3 -0.05628055 -0.053815731 0.056651236 -0.042568597 -0.057808848
## demo$career4 0.03741173 0.021797015 -0.031507867 0.035364634 0.023629436
## demo$career5 0.07004939 0.056849244 -0.069057942 0.072537522 0.054990275
## demo$career6 0.03408328 0.062026679 -0.042457852 -0.034220907 0.078521767
## demo$career7 -0.04679106 -0.074830411 0.070158903 -0.024037087 -0.080079750
## demo$career8 0.02956170 0.005970788 -0.018096658 0.063185796 -0.005641417
## 101 102 103 104 105
## (Intercept) 0.125543899 0.125543899 0.13798817 0.125070229 0.125543899
## demo$career1 0.014340689 0.014340689 0.02300563 0.014804034 0.014340689
## demo$career2 0.020930906 0.020930906 -0.01451096 -0.008654845 0.020930906
## demo$career3 -0.057808848 -0.057808848 -0.05466953 -0.054771059 -0.057808848
## demo$career4 0.023629436 0.023629436 0.03738842 0.034004463 0.023629436
## demo$career5 0.054990275 0.054990275 0.07198726 0.077106363 0.054990275
## demo$career6 0.078521767 0.078521767 0.02804583 0.014306009 0.078521767
## demo$career7 -0.080079750 -0.080079750 -0.05983316 -0.046915214 -0.080079750
## demo$career8 -0.005641417 -0.005641417 0.03206069 0.045066720 -0.005641417
## 106 107 108 109 110
## (Intercept) 0.392558951 0.125543899 0.124650756 0.568581667 0.12265194
## demo$career1 -0.013056083 0.014340689 0.014393570 -0.011641710 0.02431757
## demo$career2 -0.012214468 0.020930906 0.002598685 -0.006644032 -0.02474690
## demo$career3 0.021678314 -0.057808848 -0.056351502 0.056651236 -0.05862815
## demo$career4 0.003731173 0.023629436 0.030532130 -0.031507867 0.04125995
## demo$career5 0.009618795 0.054990275 0.072685865 -0.069057942 0.08008106
## demo$career6 -0.105573651 0.078521767 0.034500476 -0.042457852 0.01887546
## demo$career7 0.040090753 -0.080079750 -0.063235495 0.070158903 -0.04449692
## demo$career8 0.040190157 -0.005641417 0.032184142 -0.018096658 0.04360904
## 111 112 113 114 115
## (Intercept) 0.125543899 0.568581667 0.125543899 0.125543899 0.136351453
## demo$career1 0.014340689 -0.011641710 0.014340689 0.014340689 0.022481906
## demo$career2 0.020930906 -0.006644032 0.020930906 0.020930906 -0.031651849
## demo$career3 -0.057808848 0.056651236 -0.057808848 -0.057808848 -0.053920910
## demo$career4 0.023629436 -0.031507867 0.023629436 0.023629436 0.042223374
## demo$career5 0.054990275 -0.069057942 0.054990275 0.054990275 0.078689248
## demo$career6 0.078521767 -0.042457852 0.078521767 0.078521767 -0.003496361
## demo$career7 -0.080079750 0.070158903 -0.080079750 -0.080079750 -0.033000398
## demo$career8 -0.005641417 -0.018096658 -0.005641417 -0.005641417 0.047504829
## 116 117 118 119 120
## (Intercept) 0.125543899 0.125543899 0.166013883 0.568581667 0.121420116
## demo$career1 0.014340689 0.014340689 0.005733933 -0.011641710 0.017740293
## demo$career2 0.020930906 0.020930906 0.006576463 -0.006644032 0.008837681
## demo$career3 -0.057808848 -0.057808848 -0.044509918 0.056651236 -0.060153315
## demo$career4 0.023629436 0.023629436 0.026922607 -0.031507867 0.026986760
## demo$career5 0.054990275 0.054990275 0.059070815 -0.069057942 0.064168236
## demo$career6 0.078521767 0.078521767 0.016897007 -0.042457852 0.065403836
## demo$career7 -0.080079750 -0.080079750 -0.042707174 0.070158903 -0.078759707
## demo$career8 -0.005641417 -0.005641417 0.029654876 -0.018096658 0.006776966
## 121 122 123 124 125
## (Intercept) 0.125543899 0.125543899 0.125543899 0.175291034 0.125543899
## demo$career1 0.014340689 0.014340689 0.014340689 0.005643185 0.014340689
## demo$career2 0.020930906 0.020930906 0.020930906 -0.021661160 0.020930906
## demo$career3 -0.057808848 -0.057808848 -0.057808848 -0.039773517 -0.057808848
## demo$career4 0.023629436 0.023629436 0.023629436 0.037202956 0.023629436
## demo$career5 0.054990275 0.054990275 0.054990275 0.074363777 0.054990275
## demo$career6 0.078521767 0.078521767 0.078521767 -0.048464875 0.078521767
## demo$career7 -0.080079750 -0.080079750 -0.080079750 -0.013033576 -0.080079750
## demo$career8 -0.005641417 -0.005641417 -0.005641417 0.065785945 -0.005641417
## 126 127 128 129 130
## (Intercept) 0.125543899 0.199128971 0.1264492593 0.125543899 0.125543899
## demo$career1 0.014340689 0.003667957 0.0182850724 0.014340689 0.014340689
## demo$career2 0.020930906 -0.017658255 -0.0215572276 0.020930906 0.020930906
## demo$career3 -0.057808848 -0.033642357 -0.0541122268 -0.057808848 -0.057808848
## demo$career4 0.023629436 0.033002082 0.0395722663 0.023629436 0.023629436
## demo$career5 0.054990275 0.068062365 0.0825167348 0.054990275 0.054990275
## demo$career6 0.078521767 -0.054955879 -0.0007919698 0.078521767 0.078521767
## demo$career7 -0.080079750 -0.006959418 -0.0377888535 -0.080079750 -0.080079750
## demo$career8 -0.005641417 0.062629239 0.0574070223 -0.005641417 -0.005641417
## 131 132 133 134 135
## (Intercept) 0.14181699 0.125543899 0.125543899 0.125543899 0.125543899
## demo$career1 0.01375410 0.014340689 0.014340689 0.014340689 0.014340689
## demo$career2 -0.02206411 0.020930906 0.020930906 0.020930906 0.020930906
## demo$career3 -0.05064088 -0.057808848 -0.057808848 -0.057808848 -0.057808848
## demo$career4 0.03775591 0.023629436 0.023629436 0.023629436 0.023629436
## demo$career5 0.08117971 0.054990275 0.054990275 0.054990275 0.054990275
## demo$career6 -0.01212575 0.078521767 0.078521767 0.078521767 0.078521767
## demo$career7 -0.03507347 -0.080079750 -0.080079750 -0.080079750 -0.080079750
## demo$career8 0.06034839 -0.005641417 -0.005641417 -0.005641417 -0.005641417
## 136 137 138 139 140
## (Intercept) 0.14047569 0.125543899 0.5197830686 0.121915809 0.125543899
## demo$career1 0.01623675 0.014340689 -0.0147142709 0.018230859 0.014340689
## demo$career2 -0.02852374 0.020930906 -0.0106361825 -0.001815129 0.020930906
## demo$career3 -0.04912414 -0.057808848 0.0469436603 -0.058803820 -0.057808848
## demo$career4 0.04048586 0.023629436 -0.0214313714 0.030269650 0.023629436
## demo$career5 0.08107581 0.054990275 -0.0431820181 0.068290188 0.054990275
## demo$career6 -0.02425194 0.078521767 -0.0617043403 0.046877441 0.078521767
## demo$career7 -0.02579567 -0.080079750 0.0620063746 -0.063564054 -0.080079750
## demo$career8 0.06168969 -0.005641417 0.0004402194 0.018560382 -0.005641417
## 141 142 143 144 145
## (Intercept) 0.126088883 0.121420116 0.125543899 0.1264492593 0.124650756
## demo$career1 0.017799728 0.017740293 0.014340689 0.0182850724 0.014393570
## demo$career2 -0.009758685 0.008837681 0.020930906 -0.0215572276 0.002598685
## demo$career3 -0.055789713 -0.060153315 -0.057808848 -0.0541122268 -0.056351502
## demo$career4 0.035916656 0.026986760 0.023629436 0.0395722663 0.030532130
## demo$career5 0.077921426 0.064168236 0.054990275 0.0825167348 0.072685865
## demo$career6 0.020274183 0.065403836 0.078521767 -0.0007919698 0.034500476
## demo$career7 -0.054736589 -0.078759707 -0.080079750 -0.0377888535 -0.063235495
## demo$career8 0.043959976 0.006776966 -0.005641417 0.0574070223 0.032184142
## 146 147 148 149 150
## (Intercept) 0.14047569 0.125543899 0.1264492593 0.568581667 0.12229050
## demo$career1 0.01623675 0.014340689 0.0182850724 -0.011641710 0.02369083
## demo$career2 -0.02852374 0.020930906 -0.0215572276 -0.006644032 -0.01311603
## demo$career3 -0.04912414 -0.057808848 -0.0541122268 0.056651236 -0.06012232
## demo$career4 0.04048586 0.023629436 0.0395722663 -0.031507867 0.03762218
## demo$career5 0.08107581 0.054990275 0.0825167348 -0.069057942 0.07559187
## demo$career6 -0.02425194 0.078521767 -0.0007919698 -0.042457852 0.03896717
## demo$career7 -0.02579567 -0.080079750 -0.0377888535 0.070158903 -0.06087524
## demo$career8 0.06168969 -0.005641417 0.0574070223 -0.018096658 0.03075652
## 151 152 153 154 155
## (Intercept) 0.125543899 0.125543899 0.12717176 0.126088883 0.130069045
## demo$career1 0.014340689 0.014340689 0.01572419 0.017799728 0.008952498
## demo$career2 0.020930906 0.020930906 -0.01067506 -0.009758685 0.014454544
## demo$career3 -0.057808848 -0.057808848 -0.05398659 -0.055789713 -0.052329809
## demo$career4 0.023629436 0.023629436 0.03380172 0.035916656 0.024962656
## demo$career5 0.054990275 0.054990275 0.07563614 0.077921426 0.060809214
## demo$career6 0.078521767 0.078521767 0.01446908 0.020274183 0.043430739
## demo$career7 -0.080079750 -0.080079750 -0.04901675 -0.054736589 -0.059559235
## demo$career8 -0.005641417 -0.005641417 0.04296519 0.043959976 0.017734038
## 156 157 158 159 160
## (Intercept) 0.125543899 0.125543899 0.1264492593 0.121420116 0.136351453
## demo$career1 0.014340689 0.014340689 0.0182850724 0.017740293 0.022481906
## demo$career2 0.020930906 0.020930906 -0.0215572276 0.008837681 -0.031651849
## demo$career3 -0.057808848 -0.057808848 -0.0541122268 -0.060153315 -0.053920910
## demo$career4 0.023629436 0.023629436 0.0395722663 0.026986760 0.042223374
## demo$career5 0.054990275 0.054990275 0.0825167348 0.064168236 0.078689248
## demo$career6 0.078521767 0.078521767 -0.0007919698 0.065403836 -0.003496361
## demo$career7 -0.080079750 -0.080079750 -0.0377888535 -0.078759707 -0.033000398
## demo$career8 -0.005641417 -0.005641417 0.0574070223 0.006776966 0.047504829
## 161 162 163 164 165
## (Intercept) 0.130069045 0.568581667 0.125543899 0.125543899 0.129395582
## demo$career1 0.008952498 -0.011641710 0.014340689 0.014340689 0.008667225
## demo$career2 0.014454544 -0.006644032 0.020930906 0.020930906 0.024742970
## demo$career3 -0.052329809 0.056651236 -0.057808848 -0.057808848 -0.053815731
## demo$career4 0.024962656 -0.031507867 0.023629436 0.023629436 0.021797015
## demo$career5 0.060809214 -0.069057942 0.054990275 0.054990275 0.056849244
## demo$career6 0.043430739 -0.042457852 0.078521767 0.078521767 0.062026679
## demo$career7 -0.059559235 0.070158903 -0.080079750 -0.080079750 -0.074830411
## demo$career8 0.017734038 -0.018096658 -0.005641417 -0.005641417 0.005970788
## 166 167 168 169 170
## (Intercept) 0.125543899 0.125543899 0.1264492593 0.125543899 0.294713824
## demo$career1 0.014340689 0.014340689 0.0182850724 0.014340689 -0.014018550
## demo$career2 0.020930906 0.020930906 -0.0215572276 0.020930906 -0.020076854
## demo$career3 -0.057808848 -0.057808848 -0.0541122268 -0.057808848 -0.005706197
## demo$career4 0.023629436 0.023629436 0.0395722663 0.023629436 0.021261346
## demo$career5 0.054990275 0.054990275 0.0825167348 0.054990275 0.042163262
## demo$career6 0.078521767 0.078521767 -0.0007919698 0.078521767 -0.084272919
## demo$career7 -0.080079750 -0.080079750 -0.0377888535 -0.080079750 0.014695003
## demo$career8 -0.005641417 -0.005641417 0.0574070223 -0.005641417 0.058848142
## 171 172 173 174 175
## (Intercept) 0.568581667 0.12265194 0.14379329 0.129395582 0.126189394
## demo$career1 -0.011641710 0.02431757 0.01294497 0.008667225 0.014754340
## demo$career2 -0.006644032 -0.02474690 -0.01439763 0.024742970 0.010760529
## demo$career3 0.056651236 -0.05862815 -0.04910840 -0.053815731 -0.056471056
## demo$career4 -0.031507867 0.04125995 0.03836854 0.021797015 0.026784665
## demo$career5 -0.069057942 0.08008106 0.07784422 0.056849244 0.058860551
## demo$career6 -0.042457852 0.01887546 -0.01125331 0.062026679 0.060725138
## demo$career7 0.070158903 -0.04449692 -0.02911326 -0.074830411 -0.065275017
## demo$career8 -0.018096658 0.04360904 0.05837210 0.005970788 0.005630877
## 176 177 178 179 180
## (Intercept) 0.12903596 0.47396011 0.125179535 0.14294472 0.137660094
## demo$career1 0.01093555 -0.01646115 0.016694177 0.01494494 0.020060532
## demo$career2 0.01533560 -0.01375188 0.011624907 -0.01924707 -0.025352713
## demo$career3 -0.05406352 0.03837140 -0.058171993 -0.05176861 -0.055396322
## demo$career4 0.02698692 -0.01198332 0.028766426 0.03874660 0.039564181
## demo$career5 0.06299505 -0.02252624 0.060999834 0.07933973 0.078789108
## demo$career6 0.04897243 -0.07791735 0.066143912 -0.01077341 0.008308551
## demo$career7 -0.06501966 0.05474572 -0.070614364 -0.03620121 -0.042031047
## demo$career8 0.01868661 0.01636556 0.006563647 0.05922066 0.046196188
## 181 182 183 184 185
## (Intercept) 0.125543899 0.275509515 0.568581667 0.125543899 0.145543294
## demo$career1 0.014340689 -0.009705396 -0.011641710 0.014340689 0.003690374
## demo$career2 0.020930906 -0.006049236 -0.006644032 0.020930906 0.032018122
## demo$career3 -0.057808848 -0.014740493 0.056651236 -0.057808848 -0.049397848
## demo$career4 0.023629436 0.019647242 -0.031507867 0.023629436 0.020445678
## demo$career5 0.054990275 0.045307730 -0.069057942 0.054990275 0.052287116
## demo$career6 0.078521767 -0.054677071 -0.042457852 0.078521767 0.053989649
## demo$career7 -0.080079750 -0.002568020 0.070158903 -0.080079750 -0.067890628
## demo$career8 -0.005641417 0.053667595 -0.018096658 -0.005641417 0.005882977
## 186 187 188 189 190
## (Intercept) 0.1264492593 0.47635549 0.222895924 0.125543899 0.125543899
## demo$career1 0.0182850724 -0.01186630 0.012252887 0.014340689 0.014340689
## demo$career2 -0.0215572276 -0.01678829 -0.032152639 0.020930906 0.020930906
## demo$career3 -0.0541122268 0.03597602 -0.025804976 -0.057808848 -0.057808848
## demo$career4 0.0395722663 -0.01157140 0.032199636 0.023629436 0.023629436
## demo$career5 0.0825167348 -0.02929603 0.059503060 0.054990275 0.054990275
## demo$career6 -0.0007919698 -0.06353642 -0.061260024 0.078521767 0.078521767
## demo$career7 -0.0377888535 0.05235034 -0.008152334 -0.080079750 -0.080079750
## demo$career8 0.0574070223 0.01397018 0.060413702 -0.005641417 -0.005641417
## 191 192 193 194 195
## (Intercept) 0.295787150 0.121420116 0.12265194 0.125543899 0.568581667
## demo$career1 -0.013332617 0.017740293 0.02431757 0.014340689 -0.011641710
## demo$career2 -0.013457872 0.008837681 -0.02474690 0.020930906 -0.006644032
## demo$career3 -0.006779523 -0.060153315 -0.05862815 -0.057808848 0.056651236
## demo$career4 0.019532282 0.026986760 0.04125995 0.023629436 -0.031507867
## demo$career5 0.041204957 0.064168236 0.08008106 0.054990275 -0.069057942
## demo$career6 -0.084597161 0.065403836 0.01887546 0.078521767 -0.042457852
## demo$career7 0.013621677 -0.078759707 -0.04449692 -0.080079750 0.070158903
## demo$career8 0.057774816 0.006776966 0.04360904 -0.005641417 -0.018096658
## 196 197 198 199 200
## (Intercept) 0.1264492593 0.139286728 0.125543899 0.121915809 0.126189394
## demo$career1 0.0182850724 0.012870100 0.014340689 0.018230859 0.014754340
## demo$career2 -0.0215572276 0.005070360 0.020930906 -0.001815129 0.010760529
## demo$career3 -0.0541122268 -0.052164851 -0.057808848 -0.058803820 -0.056471056
## demo$career4 0.0395722663 0.027429011 0.023629436 0.030269650 0.026784665
## demo$career5 0.0825167348 0.057252915 0.054990275 0.068290188 0.058860551
## demo$career6 -0.0007919698 0.040927711 0.078521767 0.046877441 0.060725138
## demo$career7 -0.0377888535 -0.055140555 -0.080079750 -0.063564054 -0.065275017
## demo$career8 0.0574070223 0.008516354 -0.005641417 0.018560382 0.005630877
## 201 202 203 204 205
## (Intercept) 2.135208e-01 0.121420116 0.125543899 0.395866694 0.141181529
## demo$career1 6.687249e-05 0.017740293 0.014340689 -0.008305219 0.013385223
## demo$career2 -2.048412e-02 0.008837681 0.020930906 -0.023566455 -0.009996247
## demo$career3 -2.924027e-02 -0.060153315 -0.057808848 0.018370570 -0.052491121
## demo$career4 3.547067e-02 0.026986760 0.023629436 0.005090574 0.034090770
## demo$career5 6.537950e-02 0.064168236 0.054990275 0.006002410 0.076575043
## demo$career6 -7.612783e-02 0.065403836 0.078521767 -0.083484569 0.009742993
## demo$career7 -7.705741e-03 -0.078759707 -0.080079750 0.036783009 -0.052521124
## demo$career8 6.978887e-02 0.006776966 -0.005641417 0.036882413 0.046550721
## 206 207 208 209 210
## (Intercept) 0.568581667 0.126189394 0.126189394 0.130069045 0.1264492593
## demo$career1 -0.011641710 0.014754340 0.014754340 0.008952498 0.0182850724
## demo$career2 -0.006644032 0.010760529 0.010760529 0.014454544 -0.0215572276
## demo$career3 0.056651236 -0.056471056 -0.056471056 -0.052329809 -0.0541122268
## demo$career4 -0.031507867 0.026784665 0.026784665 0.024962656 0.0395722663
## demo$career5 -0.069057942 0.058860551 0.058860551 0.060809214 0.0825167348
## demo$career6 -0.042457852 0.060725138 0.060725138 0.043430739 -0.0007919698
## demo$career7 0.070158903 -0.065275017 -0.065275017 -0.059559235 -0.0377888535
## demo$career8 -0.018096658 0.005630877 0.005630877 0.017734038 0.0574070223
## 211 212 213 214 215
## (Intercept) 0.568581667 0.121420116 0.125543899 0.125543899 0.125543899
## demo$career1 -0.011641710 0.017740293 0.014340689 0.014340689 0.014340689
## demo$career2 -0.006644032 0.008837681 0.020930906 0.020930906 0.020930906
## demo$career3 0.056651236 -0.060153315 -0.057808848 -0.057808848 -0.057808848
## demo$career4 -0.031507867 0.026986760 0.023629436 0.023629436 0.023629436
## demo$career5 -0.069057942 0.064168236 0.054990275 0.054990275 0.054990275
## demo$career6 -0.042457852 0.065403836 0.078521767 0.078521767 0.078521767
## demo$career7 0.070158903 -0.078759707 -0.080079750 -0.080079750 -0.080079750
## demo$career8 -0.018096658 0.006776966 -0.005641417 -0.005641417 -0.005641417
## 216 217 218 219 220
## (Intercept) 0.568581667 0.125543899 0.125543899 0.125543899 0.125543899
## demo$career1 -0.011641710 0.014340689 0.014340689 0.014340689 0.014340689
## demo$career2 -0.006644032 0.020930906 0.020930906 0.020930906 0.020930906
## demo$career3 0.056651236 -0.057808848 -0.057808848 -0.057808848 -0.057808848
## demo$career4 -0.031507867 0.023629436 0.023629436 0.023629436 0.023629436
## demo$career5 -0.069057942 0.054990275 0.054990275 0.054990275 0.054990275
## demo$career6 -0.042457852 0.078521767 0.078521767 0.078521767 0.078521767
## demo$career7 0.070158903 -0.080079750 -0.080079750 -0.080079750 -0.080079750
## demo$career8 -0.018096658 -0.005641417 -0.005641417 -0.005641417 -0.005641417
## 221 222 223 224 225
## (Intercept) 0.125543899 0.125543899 0.125543899 0.129395582 0.15851656
## demo$career1 0.014340689 0.014340689 0.014340689 0.008667225 0.01067381
## demo$career2 0.020930906 0.020930906 0.020930906 0.024742970 -0.02126827
## demo$career3 -0.057808848 -0.057808848 -0.057808848 -0.053815731 -0.04381334
## demo$career4 0.023629436 0.023629436 0.023629436 0.021797015 0.03922575
## demo$career5 0.054990275 0.054990275 0.054990275 0.056849244 0.07614534
## demo$career6 0.078521767 0.078521767 0.078521767 0.062026679 -0.03560385
## demo$career7 -0.080079750 -0.080079750 -0.080079750 -0.074830411 -0.01653562
## demo$career8 -0.005641417 -0.005641417 -0.005641417 0.005970788 0.06270941
## 226 227 228 229 230
## (Intercept) 0.130629619 0.176845387 0.121420116 0.568581667 0.568581667
## demo$career1 0.014197657 0.009020488 0.017740293 -0.011641710 -0.011641710
## demo$career2 0.003535129 -0.021266582 0.008837681 -0.006644032 -0.006644032
## demo$career3 -0.053505888 -0.041522802 -0.060153315 0.056651236 0.056651236
## demo$career4 0.032192509 0.036381130 0.026986760 -0.031507867 -0.031507867
## demo$career5 0.067941570 0.073529767 0.064168236 -0.069057942 -0.069057942
## demo$career6 0.035448020 -0.036370862 0.065403836 -0.042457852 -0.042457852
## demo$career7 -0.056791998 -0.031394652 -0.078759707 0.070158903 0.070158903
## demo$career8 0.029908983 0.064231591 0.006776966 -0.018096658 -0.018096658
## 231 232 233 234 235
## (Intercept) 0.12129434 0.125543899 0.121420116 0.121915809 0.568581667
## demo$career1 0.02076121 0.014340689 0.017740293 0.018230859 -0.011641710
## demo$career2 -0.01203855 0.020930906 0.008837681 -0.001815129 -0.006644032
## demo$career3 -0.05912616 -0.057808848 -0.060153315 -0.058803820 0.056651236
## demo$career4 0.03575136 0.023629436 0.026986760 0.030269650 -0.031507867
## demo$career5 0.07479369 0.054990275 0.064168236 0.068290188 -0.069057942
## demo$career6 0.03313573 0.078521767 0.065403836 0.046877441 -0.042457852
## demo$career7 -0.05323456 -0.080079750 -0.078759707 -0.063564054 0.070158903
## demo$career8 0.03183686 -0.005641417 0.006776966 0.018560382 -0.018096658
## 236 237 238 239 240
## (Intercept) 0.392558951 0.125543899 0.14181699 0.125543899 0.130069045
## demo$career1 -0.013056083 0.014340689 0.01375410 0.014340689 0.008952498
## demo$career2 -0.012214468 0.020930906 -0.02206411 0.020930906 0.014454544
## demo$career3 0.021678314 -0.057808848 -0.05064088 -0.057808848 -0.052329809
## demo$career4 0.003731173 0.023629436 0.03775591 0.023629436 0.024962656
## demo$career5 0.009618795 0.054990275 0.08117971 0.054990275 0.060809214
## demo$career6 -0.105573651 0.078521767 -0.01212575 0.078521767 0.043430739
## demo$career7 0.040090753 -0.080079750 -0.03507347 -0.080079750 -0.059559235
## demo$career8 0.040190157 -0.005641417 0.06034839 -0.005641417 0.017734038
## 241 242 243 244 245
## (Intercept) 0.1264492593 0.125543899 0.164412795 0.125543899 0.129395582
## demo$career1 0.0182850724 0.014340689 0.008506021 0.014340689 0.008667225
## demo$career2 -0.0215572276 0.020930906 -0.019379499 0.020930906 0.024742970
## demo$career3 -0.0541122268 -0.057808848 -0.045853972 -0.057808848 -0.053815731
## demo$career4 0.0395722663 0.023629436 0.032911527 0.023629436 0.021797015
## demo$career5 0.0825167348 0.054990275 0.074925418 0.054990275 0.056849244
## demo$career6 -0.0007919698 0.078521767 -0.008670018 0.078521767 0.062026679
## demo$career7 -0.0377888535 -0.080079750 -0.030595117 -0.080079750 -0.074830411
## demo$career8 0.0574070223 -0.005641417 0.056813171 -0.005641417 0.005970788
## 246 247 248 249 250
## (Intercept) 0.125543899 0.1264492593 0.295897220 0.125543899 0.125543899
## demo$career1 0.014340689 0.0182850724 0.001674536 0.014340689 0.014340689
## demo$career2 0.020930906 -0.0215572276 -0.021260250 0.020930906 0.020930906
## demo$career3 -0.057808848 -0.0541122268 -0.006889594 -0.057808848 -0.057808848
## demo$career4 0.023629436 0.0395722663 0.024304294 0.023629436 0.023629436
## demo$career5 0.054990275 0.0825167348 0.041790450 0.054990275 0.054990275
## demo$career6 0.078521767 -0.0007919698 -0.096719159 0.078521767 0.078521767
## demo$career7 -0.080079750 -0.0377888535 0.013511607 -0.080079750 -0.080079750
## demo$career8 -0.005641417 0.0574070223 0.057664745 -0.005641417 -0.005641417
## 251 252 253 254 255
## (Intercept) 0.12129434 0.125543899 0.12519539 0.125543899 0.1264492593
## demo$career1 0.02076121 0.014340689 0.01200665 0.014340689 0.0182850724
## demo$career2 -0.01203855 0.020930906 0.01248721 0.020930906 -0.0215572276
## demo$career3 -0.05912616 -0.057808848 -0.05609014 -0.057808848 -0.0541122268
## demo$career4 0.03575136 0.023629436 0.02516885 0.023629436 0.0395722663
## demo$career5 0.07479369 0.054990275 0.06623175 0.054990275 0.0825167348
## demo$career6 0.03313573 0.078521767 0.04820983 0.078521767 -0.0007919698
## demo$career7 -0.05323456 -0.080079750 -0.07333714 -0.080079750 -0.0377888535
## demo$career8 0.03183686 -0.005641417 0.01890399 -0.005641417 0.0574070223
## 256 257 258 259 260
## (Intercept) 0.176845387 0.135333707 1.580498e-01 0.1208827263 0.203110672
## demo$career1 0.009020488 0.016092547 9.920688e-03 0.0202139072 0.001607801
## demo$career2 -0.021266582 -0.001009945 -7.400157e-03 -0.0009340681 0.007172679
## demo$career3 -0.041522802 -0.057577514 -5.010870e-02 -0.0605375358 -0.030000221
## demo$career4 0.036381130 0.030528930 3.312569e-02 0.0322939101 0.024930506
## demo$career5 0.073529767 0.069136108 7.324499e-02 0.0704760214 0.048567989
## demo$career6 -0.036370862 0.043144660 4.593092e-05 0.0524191360 -0.019565162
## demo$career7 -0.031394652 -0.067273928 -5.130627e-02 -0.0690244781 -0.024709008
## demo$career8 0.064231591 0.021501191 4.808385e-02 0.0195129489 0.030513667
## 261 262 263 264 265
## (Intercept) 0.125543899 0.356223310 0.265863857 0.568581667 0.568581667
## demo$career1 0.014340689 -0.013547114 -0.005353288 -0.011641710 -0.011641710
## demo$career2 0.020930906 -0.015905686 -0.017261887 -0.006644032 -0.006644032
## demo$career3 -0.057808848 0.013629417 -0.013778309 0.056651236 0.056651236
## demo$career4 0.023629436 0.009429012 0.027279695 -0.031507867 -0.031507867
## demo$career5 0.054990275 0.020449717 0.051090867 -0.069057942 -0.069057942
## demo$career6 0.078521767 -0.103101602 -0.091131278 -0.042457852 -0.042457852
## demo$career7 -0.080079750 0.032825500 0.007077639 0.070158903 0.070158903
## demo$career8 -0.005641417 0.049124814 0.063313253 -0.018096658 -0.018096658
## 266 267 268 269 270
## (Intercept) 0.125543899 0.129395582 0.125543899 0.125543899 0.129395582
## demo$career1 0.014340689 0.008667225 0.014340689 0.014340689 0.008667225
## demo$career2 0.020930906 0.024742970 0.020930906 0.020930906 0.024742970
## demo$career3 -0.057808848 -0.053815731 -0.057808848 -0.057808848 -0.053815731
## demo$career4 0.023629436 0.021797015 0.023629436 0.023629436 0.021797015
## demo$career5 0.054990275 0.056849244 0.054990275 0.054990275 0.056849244
## demo$career6 0.078521767 0.062026679 0.078521767 0.078521767 0.062026679
## demo$career7 -0.080079750 -0.074830411 -0.080079750 -0.080079750 -0.074830411
## demo$career8 -0.005641417 0.005970788 -0.005641417 -0.005641417 0.005970788
## 271 272 273 274 275
## (Intercept) 0.12229050 0.199588905 0.121420116 0.331091995 0.12229050
## demo$career1 0.02369083 0.010396684 0.017740293 0.002033900 0.02369083
## demo$career2 -0.01311603 -0.020254941 0.008837681 -0.012461151 -0.01311603
## demo$career3 -0.06012232 -0.034102291 -0.060153315 -0.002900758 -0.06012232
## demo$career4 0.03762218 0.034927492 0.026986760 0.016746616 0.03762218
## demo$career5 0.07559187 0.064823657 0.064168236 0.029108335 0.07559187
## demo$career6 0.03896717 -0.055934886 0.065403836 -0.087555208 0.03896717
## demo$career7 -0.06087524 -0.007419352 -0.078759707 0.016952223 -0.06087524
## demo$career8 0.03075652 0.062169305 0.006776966 0.047856807 0.03075652
## 276 277 278 279 280
## (Intercept) 0.13683474 0.125543899 0.125543899 0.29697055 0.5197830686
## demo$career1 0.01982362 0.014340689 0.014340689 0.00236047 -0.0147142709
## demo$career2 -0.02052119 0.020930906 0.020930906 -0.01464127 -0.0106361825
## demo$career3 -0.05380470 -0.057808848 -0.057808848 -0.00796292 0.0469436603
## demo$career4 0.03638821 0.023629436 0.023629436 0.02257523 -0.0214313714
## demo$career5 0.07190354 0.054990275 0.054990275 0.04083215 -0.0431820181
## demo$career6 0.01183532 0.078521767 0.078521767 -0.09704340 -0.0617043403
## demo$career7 -0.04435821 -0.080079750 -0.080079750 0.01243828 0.0620063746
## demo$career8 0.03330221 -0.005641417 -0.005641417 0.05659142 0.0004402194
## 281 282 283 284 285
## (Intercept) 0.125543899 0.568581667 0.125543899 0.140139341 0.12229050
## demo$career1 0.014340689 -0.011641710 0.014340689 0.010320416 0.02369083
## demo$career2 0.020930906 -0.006644032 0.020930906 -0.008864717 -0.01311603
## demo$career3 -0.057808848 0.056651236 -0.057808848 -0.051448933 -0.06012232
## demo$career4 0.023629436 -0.031507867 0.023629436 0.032135349 0.03762218
## demo$career5 0.054990275 -0.069057942 0.054990275 0.075742378 0.07559187
## demo$career6 0.078521767 -0.042457852 0.078521767 0.003631502 0.03896717
## demo$career7 -0.080079750 0.070158903 -0.080079750 -0.044510294 -0.06087524
## demo$career8 -0.005641417 -0.018096658 -0.005641417 0.047685195 0.03075652
## 286 287 288 289 290
## (Intercept) 0.15704045 0.125543899 0.121420116 0.121915809 0.121915809
## demo$career1 0.02604111 0.014340689 0.017740293 0.018230859 0.018230859
## demo$career2 -0.03354523 0.020930906 0.008837681 -0.001815129 -0.001815129
## demo$career3 -0.04807895 -0.057808848 -0.060153315 -0.058803820 -0.058803820
## demo$career4 0.03943491 0.023629436 0.026986760 0.030269650 0.030269650
## demo$career5 0.07218250 0.054990275 0.064168236 0.068290188 0.068290188
## demo$career6 -0.01074493 0.078521767 0.065403836 0.046877441 0.046877441
## demo$career7 -0.02728106 -0.080079750 -0.078759707 -0.063564054 -0.063564054
## demo$career8 0.04512493 -0.005641417 0.006776966 0.018560382 0.018560382
## 291 292 293 294 295
## (Intercept) 0.568581667 0.125543899 0.125543899 0.125543899 0.125543899
## demo$career1 -0.011641710 0.014340689 0.014340689 0.014340689 0.014340689
## demo$career2 -0.006644032 0.020930906 0.020930906 0.020930906 0.020930906
## demo$career3 0.056651236 -0.057808848 -0.057808848 -0.057808848 -0.057808848
## demo$career4 -0.031507867 0.023629436 0.023629436 0.023629436 0.023629436
## demo$career5 -0.069057942 0.054990275 0.054990275 0.054990275 0.054990275
## demo$career6 -0.042457852 0.078521767 0.078521767 0.078521767 0.078521767
## demo$career7 0.070158903 -0.080079750 -0.080079750 -0.080079750 -0.080079750
## demo$career8 -0.018096658 -0.005641417 -0.005641417 -0.005641417 -0.005641417
## 296 297 298 299 300
## (Intercept) 0.125543899 0.1264492593 0.568581667 0.21699246 0.125543899
## demo$career1 0.014340689 0.0182850724 -0.011641710 0.01011886 0.014340689
## demo$career2 0.020930906 -0.0215572276 -0.006644032 -0.03064478 0.020930906
## demo$career3 -0.057808848 -0.0541122268 0.056651236 -0.02826753 -0.057808848
## demo$career4 0.023629436 0.0395722663 -0.031507867 0.03363255 0.023629436
## demo$career5 0.054990275 0.0825167348 -0.069057942 0.06341222 0.054990275
## demo$career6 0.078521767 -0.0007919698 -0.042457852 -0.07229519 0.078521767
## demo$career7 -0.080079750 -0.0377888535 0.070158903 -0.01117744 -0.080079750
## demo$career8 -0.005641417 0.0574070223 -0.018096658 0.06631716 -0.005641417
## 301 302 303 304 305
## (Intercept) 0.568581667 0.143482344 0.125543899 0.122890449 0.12519539
## demo$career1 -0.011641710 0.006878611 0.014340689 0.021097258 0.01200665
## demo$career2 -0.006644032 0.008741864 0.020930906 -0.002867469 0.01248721
## demo$career3 0.056651236 -0.047794188 -0.057808848 -0.059778460 -0.05609014
## demo$career4 -0.031507867 0.025558826 0.023629436 0.032100844 0.02516885
## demo$career5 -0.069057942 0.059158799 0.054990275 0.069072164 0.06623175
## demo$career6 -0.042457852 0.022744263 0.078521767 0.052578265 0.04820983
## demo$career7 0.070158903 -0.049029679 -0.080079750 -0.071032201 -0.07333714
## demo$career8 -0.018096658 0.020928311 -0.005641417 0.017505226 0.01890399
## 306 307 308 309 310
## (Intercept) 0.521924386 0.125708153 0.12903596 0.160587572 0.568581667
## demo$career1 -0.012696044 0.012365336 0.01093555 0.001576952 -0.011641710
## demo$career2 -0.012777500 0.001700303 0.01533560 0.016119206 -0.006644032
## demo$career3 0.044802343 -0.054583748 -0.05406352 -0.042963728 0.056651236
## demo$career4 -0.021721345 0.028463520 0.02698692 0.024168145 -0.031507867
## demo$career5 -0.049840142 0.070451411 0.06299505 0.054308056 -0.069057942
## demo$career6 -0.046067880 0.028830142 0.04897243 0.013368884 -0.042457852
## demo$career7 0.059865057 -0.057648373 -0.06501966 -0.041091108 0.070158903
## demo$career8 -0.001701098 0.031210920 0.01868661 0.021089194 -0.018096658
## 311 312
## (Intercept) 0.1264492593 0.125543899
## demo$career1 0.0182850724 0.014340689
## demo$career2 -0.0215572276 0.020930906
## demo$career3 -0.0541122268 -0.057808848
## demo$career4 0.0395722663 0.023629436
## demo$career5 0.0825167348 0.054990275
## demo$career6 -0.0007919698 0.078521767
## demo$career7 -0.0377888535 -0.080079750
## demo$career8 0.0574070223 -0.005641417
##
## $f.perms
## [,1]
## [1,] 1.6167583
## [2,] 1.3788353
## [3,] 0.9648303
## [4,] 2.4307384
## [5,] 0.3287848
## [6,] 1.0120838
## [7,] 1.6544677
## [8,] 1.8801518
## [9,] 1.5885547
## [10,] 0.9295029
## [11,] 0.7925026
## [12,] 0.8118022
## [13,] 0.6663990
## [14,] 0.3531395
## [15,] 1.1825558
## [16,] 3.3978005
## [17,] 0.7219733
## [18,] 1.1946225
## [19,] 0.8707677
## [20,] 0.5858008
## [21,] 1.0999146
## [22,] 1.3740636
## [23,] 1.2424059
## [24,] 2.2340811
## [25,] 1.0128328
## [26,] 1.3460339
## [27,] 1.0424937
## [28,] 1.4859026
## [29,] 1.2889769
## [30,] 0.6534107
## [31,] 1.4511101
## [32,] 1.2339274
## [33,] 1.0065965
## [34,] 0.7701646
## [35,] 1.3468164
## [36,] 0.6350831
## [37,] 2.4292129
## [38,] 0.6994427
## [39,] 0.8248391
## [40,] 1.0494942
## [41,] 0.6861685
## [42,] 1.3392766
## [43,] 1.5985142
## [44,] 0.5215940
## [45,] 1.1343454
## [46,] 1.2323821
## [47,] 0.7085606
## [48,] 0.9504275
## [49,] 1.2611168
## [50,] 0.8760027
## [51,] 1.0787193
## [52,] 1.2512822
## [53,] 1.3301935
## [54,] 1.4230649
## [55,] 0.4266429
## [56,] 0.7933796
## [57,] 1.1504030
## [58,] 1.4595524
## [59,] 0.5391897
## [60,] 1.6866801
## [61,] 0.5097751
## [62,] 0.3770140
## [63,] 0.3095459
## [64,] 0.7939514
## [65,] 0.9081986
## [66,] 0.9353795
## [67,] 1.1829997
## [68,] 0.9193283
## [69,] 0.7172520
## [70,] 0.3999530
## [71,] 1.0601324
## [72,] 0.8667946
## [73,] 1.3216746
## [74,] 0.7730741
## [75,] 0.5659355
## [76,] 0.4108338
## [77,] 0.9726208
## [78,] 3.0587149
## [79,] 0.7536586
## [80,] 0.4470042
## [81,] 1.1367083
## [82,] 1.1910893
## [83,] 0.9108372
## [84,] 0.9198148
## [85,] 0.8176162
## [86,] 0.3996325
## [87,] 0.3628540
## [88,] 0.6190673
## [89,] 0.6039093
## [90,] 1.4942132
## [91,] 1.2634518
## [92,] 1.3934091
## [93,] 0.8589591
## [94,] 1.3183171
## [95,] 0.4453265
## [96,] 1.2257317
## [97,] 0.7795284
## [98,] 0.8261716
## [99,] 2.8748200
## [100,] 0.7743741
## [101,] 0.6650803
## [102,] 0.3417521
## [103,] 1.0785470
## [104,] 1.0295106
## [105,] 0.7337885
## [106,] 1.2527219
## [107,] 0.7520321
## [108,] 1.0329356
## [109,] 0.4844738
## [110,] 1.2661076
## [111,] 1.2751462
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## [835,] 0.5878091
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## [852,] 0.5929808
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## [854,] 1.0020483
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## [862,] 0.7428695
## [863,] 0.8929147
## [864,] 0.5265249
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## [866,] 1.4911319
## [867,] 1.0750414
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## [870,] 1.2613028
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## [872,] 0.7045675
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## [875,] 1.1596576
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## [932,] 0.9688155
## [933,] 0.7343923
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## [935,] 1.1328878
## [936,] 0.8318112
## [937,] 0.9264156
## [938,] 1.6300433
## [939,] 0.7396657
## [940,] 0.4384732
## [941,] 1.6103000
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## [945,] 0.4136200
## [946,] 0.7547674
## [947,] 1.7601773
## [948,] 0.6950298
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## [950,] 1.8637928
## [951,] 0.5247566
## [952,] 1.0621455
## [953,] 1.6029324
## [954,] 0.4559288
## [955,] 1.0913278
## [956,] 1.5331294
## [957,] 1.8256828
## [958,] 0.6305722
## [959,] 2.6196756
## [960,] 0.6992676
## [961,] 2.3197312
## [962,] 1.2602026
## [963,] 0.7485775
## [964,] 0.5966098
## [965,] 1.1656359
## [966,] 0.4508875
## [967,] 1.4061737
## [968,] 0.7756004
## [969,] 1.3622490
## [970,] 0.4051453
## [971,] 1.3060815
## [972,] 0.2932234
## [973,] 1.2389769
## [974,] 1.9927317
## [975,] 1.1680022
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## [977,] 1.1038192
## [978,] 0.7922520
## [979,] 0.7933251
## [980,] 1.2948690
## [981,] 1.1093721
## [982,] 2.1490484
## [983,] 0.4978361
## [984,] 0.5904578
## [985,] 1.8158752
## [986,] 0.5912844
## [987,] 1.4134656
## [988,] 1.8480018
## [989,] 0.2191162
## [990,] 0.2491605
## [991,] 0.6033640
## [992,] 0.6452013
## [993,] 0.6990437
## [994,] 0.6992121
## [995,] 0.7495307
## [996,] 0.6201691
## [997,] 0.9318048
## [998,] 0.7861534
## [999,] 1.1327487
##
## $model.matrix
## (Intercept) demo$career1 demo$career2 demo$career3 demo$career4
## 1 1 0 0 0 0
## 2 1 0 0 0 0
## 3 1 0 0 0 1
## 4 1 0 0 0 1
## 5 1 0 0 0 1
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## 12 1 0 0 0 1
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## 14 1 1 0 0 0
## 15 1 0 0 0 0
## 16 1 -1 -1 -1 -1
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## 227 1 0 0 0 1
## 228 1 0 0 0 1
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## 261 1 0 0 0 0
## 262 1 0 0 0 1
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## 264 1 0 0 0 1
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## 267 1 0 0 0 1
## 268 1 0 0 0 1
## 269 1 0 0 0 1
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## 283 1 1 0 0 0
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## 286 1 0 0 0 0
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## 288 1 0 0 0 1
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## 307 1 0 0 0 0
## 308 1 0 0 0 0
## 309 1 0 0 0 0
## 310 1 0 0 0 0
## 311 1 0 0 0 0
## 312 1 0 0 0 0
## demo$career5 demo$career6 demo$career7 demo$career8
## 1 1 0 0 0
## 2 1 0 0 0
## 3 0 0 0 0
## 4 0 0 0 0
## 5 0 0 0 0
## 6 0 0 0 0
## 7 0 0 0 0
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## 9 0 0 0 0
## 10 0 0 0 1
## 11 0 0 0 0
## 12 0 0 0 0
## 13 0 0 0 0
## 14 0 0 0 0
## 15 0 0 0 1
## 16 -1 -1 -1 -1
## 17 0 0 0 0
## 18 0 0 0 0
## 19 1 0 0 0
## 20 0 0 0 0
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## 22 0 0 0 0
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## 42 1 0 0 0
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## 44 0 0 0 0
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## 51 0 0 0 0
## 52 0 1 0 0
## 53 0 0 0 0
## 54 0 0 0 0
## 55 0 1 0 0
## 56 0 1 0 0
## 57 -1 -1 -1 -1
## 58 1 0 0 0
## 59 0 0 0 0
## 60 0 0 0 0
## 61 0 0 0 0
## 62 0 0 0 0
## 63 0 0 0 0
## 64 0 0 0 0
## 65 0 0 0 0
## 66 0 0 0 0
## 67 1 0 0 0
## 68 0 1 0 0
## 69 0 0 0 0
## 70 0 0 0 0
## 71 0 0 0 1
## 72 0 1 0 0
## 73 0 1 0 0
## 74 0 0 0 0
## 75 1 0 0 0
## 76 1 0 0 0
## 77 1 0 0 0
## 78 1 0 0 0
## 79 0 0 0 0
## 80 0 0 0 0
## 81 0 0 0 0
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## 83 0 1 0 0
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## 85 0 0 0 0
## 86 0 0 0 0
## 87 0 0 0 0
## 88 0 1 0 0
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## 90 0 0 0 0
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## 93 1 0 0 0
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## 100 0 0 0 0
## 101 0 0 0 0
## 102 1 0 0 0
## 103 1 0 0 0
## 104 0 0 0 0
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## 106 0 1 0 0
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## 198 -1 -1 -1 -1
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## 222 1 0 0 0
## 223 1 0 0 0
## 224 0 0 0 0
## 225 1 0 0 0
## 226 -1 -1 -1 -1
## 227 0 0 0 0
## 228 0 0 0 0
## 229 0 0 0 1
## 230 1 0 0 0
## 231 0 0 0 0
## 232 0 0 1 0
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## 234 0 0 0 1
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## 237 0 0 0 0
## 238 0 0 0 0
## 239 0 0 0 0
## 240 0 0 0 0
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## 242 0 0 0 0
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## 259 0 0 0 0
## 260 0 0 0 0
## 261 1 0 0 0
## 262 0 0 0 0
## 263 0 0 0 0
## 264 0 0 0 0
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##
## $terms
## cm ~ demo$career
## attr(,"variables")
## list(cm, demo$career)
## attr(,"factors")
## demo$career
## cm 0
## demo$career 1
## attr(,"term.labels")
## [1] "demo$career"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"This shows that the differences in answers are not significant,
according to career goals.
Intrinsic Motivation
Now, Intrinsic Motivation:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$career 8 0.2429 0.030358 1.0734 0.02756 0.329
## Residuals 303 8.5690 0.028281 0.97244
## Total 311 8.8119 1.00000
##
## $call
## adonis(formula = im ~ demo$career)
##
## $coefficients
## im1 im2 im3 im4 im5
## (Intercept) 4.27610163 4.2319608 4.01551761 3.84282923 4.03604478
## demo$career1 -0.23165718 -0.2541830 -0.17107317 0.09050410 -0.39160033
## demo$career2 0.10851376 0.1526546 0.52294393 0.08024769 0.11780137
## demo$career3 0.19056504 0.3013726 -0.08218428 -0.04282923 0.29728855
## demo$career4 -0.34167540 -0.4614690 -0.27781270 -0.25266530 -0.38850380
## demo$career5 -0.10943496 -0.1486274 -0.01551761 0.04605966 -0.03604478
## demo$career6 -0.02610163 -0.1319608 0.03448239 -0.14282923 -0.08604478
## demo$career7 0.29532695 0.3394678 0.27019667 0.15717077 0.39252665
## demo$career8 0.22389837 0.2680392 0.23448239 0.24050410 -0.03604478
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.114676823 0.131371733 0.105855975 0.203608170 0.107338479
## demo$career1 0.023869848 0.003501854 0.005202934 -0.021780672 0.017796795
## demo$career2 -0.025286964 0.003034529 -0.001198327 0.022149493 -0.019149841
## demo$career3 -0.025484772 -0.023359202 -0.023781467 -0.004226260 -0.021547229
## demo$career4 0.049625443 0.014808175 0.022493887 -0.007179401 0.036330374
## demo$career5 0.016916560 0.029561682 0.028420874 0.022406570 0.022688750
## demo$career6 0.007003349 0.001347014 -0.006485822 -0.009550181 -0.003021743
## demo$career7 -0.044337165 -0.027952651 -0.039924350 -0.005005186 -0.042052033
## demo$career8 -0.015305741 0.019822398 0.021180076 0.029899868 0.001666391
## 6 7 8 9 10
## (Intercept) 0.122116887 0.244347846 0.1041683070 0.102757350 0.5858576639
## demo$career1 0.004602651 -0.009363712 0.0189670495 0.017371269 -0.0152571363
## demo$career2 0.008662913 0.019518683 -0.0124831649 -0.024605319 0.0180907798
## demo$career3 -0.028211218 -0.012589156 -0.0331977275 -0.022888894 0.0260324086
## demo$career4 0.012251824 -0.013690639 0.0398546855 0.038324949 -0.0407633996
## demo$career5 0.039304329 0.020227427 0.0240166552 0.026581626 -0.0229083933
## demo$career6 0.001074778 -0.016014159 0.0005022708 0.006054335 -0.0017503551
## demo$career7 -0.029170491 0.005609741 -0.0453753673 -0.043964411 0.0383005867
## demo$career8 0.039425114 0.046384965 -0.0027431090 -0.008743219 -0.0007572705
## 11 12 13 14 15
## (Intercept) 0.112451403 0.102757350 0.109601088 0.1009006456 0.107953736
## demo$career1 0.010550051 0.017371269 -0.001692174 -0.0022917222 0.011217640
## demo$career2 -0.020614239 -0.024605319 -0.001280437 -0.0002069233 -0.003324518
## demo$career3 -0.017621723 -0.022888894 -0.018355110 -0.0194383685 -0.029824792
## demo$career4 0.035559956 0.038324949 0.019849152 0.0143441181 0.022581611
## demo$career5 0.024784800 0.026581626 0.029670148 0.0344281302 0.035211210
## demo$career6 0.009698007 0.006054335 0.001346634 -0.0033164735 -0.002666861
## demo$career7 -0.041085930 -0.043964411 -0.037320258 -0.0381958422 -0.037931859
## demo$career8 -0.003446533 -0.008743219 0.017434962 0.0236737931 0.020787370
## 16 17 18 19 20
## (Intercept) 0.114676823 0.114676823 0.109601088 0.114676823 0.124570098
## demo$career1 0.023869848 0.023869848 -0.001692174 0.023869848 0.005560028
## demo$career2 -0.025286964 -0.025286964 -0.001280437 -0.025286964 0.002420815
## demo$career3 -0.025484772 -0.025484772 -0.018355110 -0.025484772 -0.027127896
## demo$career4 0.049625443 0.049625443 0.019849152 0.049625443 0.018042926
## demo$career5 0.016916560 0.016916560 0.029670148 0.016916560 0.031832218
## demo$career6 0.007003349 0.007003349 0.001346634 0.007003349 -0.010929420
## demo$career7 -0.044337165 -0.044337165 -0.037320258 -0.044337165 -0.028293873
## demo$career8 -0.015305741 -0.015305741 0.017434962 -0.015305741 0.022457366
## 21 22 23 24 25
## (Intercept) 0.114676823 0.104377668 0.202010760 0.122116887 0.112331029
## demo$career1 0.023869848 0.003532537 -0.015921287 0.004602651 0.012803127
## demo$career2 -0.025286964 -0.013876149 0.017057941 0.008662913 -0.007112776
## demo$career3 -0.025484772 -0.012990522 -0.011374369 -0.028211218 -0.026668790
## demo$career4 0.049625443 0.020893339 -0.006961607 0.012251824 0.035331793
## demo$career5 0.016916560 0.031103033 0.020790522 0.039304329 0.021321711
## demo$career6 0.007003349 -0.000688947 -0.010499067 0.001074778 -0.001090403
## demo$career7 -0.044337165 -0.038446044 -0.003407776 -0.029170491 -0.040965556
## demo$career8 -0.015305741 0.014902250 0.036126908 0.039425114 0.004084909
## 26 27 28 29 30
## (Intercept) 0.5858576639 0.104247566 0.113014731 0.114676823 0.1009006456
## demo$career1 -0.0152571363 0.012585397 -0.001322072 0.023869848 -0.0022917222
## demo$career2 0.0180907798 -0.006276406 0.006091446 -0.025286964 -0.0002069233
## demo$career3 0.0260324086 -0.027973998 -0.022080465 -0.025484772 -0.0194383685
## demo$career4 -0.0407633996 0.030486245 0.012713020 0.049625443 0.0143441181
## demo$career5 -0.0229083933 0.025722734 0.035441051 0.016916560 0.0344281302
## demo$career6 -0.0017503551 -0.005587703 0.001178375 0.007003349 -0.0033164735
## demo$career7 0.0383005867 -0.041941370 -0.031969671 -0.044337165 -0.0381958422
## demo$career8 -0.0007572705 0.009723687 0.029632391 -0.015305741 0.0236737931
## 31 32 33 34 35
## (Intercept) 0.099455750 0.432263775 0.199895421 0.1335340513 0.122116887
## demo$career1 0.005451237 -0.020865429 -0.013379971 -0.0046917977 0.004602651
## demo$career2 -0.005457727 0.024381341 0.010966692 0.0087890202 0.008662913
## demo$career3 -0.023874749 0.012193638 -0.008038683 -0.0185902690 -0.028211218
## demo$career4 0.022742401 -0.034968019 -0.007712116 0.0057281140 0.012251824
## demo$career5 0.031556657 -0.004080576 0.024509871 0.0324433139 0.039304329
## demo$career6 -0.002466550 -0.008152615 -0.018144650 0.0005675811 0.001074778
## demo$career7 -0.040326847 0.027784387 -0.009228945 -0.0253251399 -0.029170491
## demo$career8 0.011883158 0.025324108 0.033612617 0.0323939149 0.039425114
## 36 37 38 39 40
## (Intercept) 0.109558444 0.114676823 0.1009006456 0.433253093 0.114676823
## demo$career1 0.003435546 0.023869848 -0.0022917222 -0.021854747 0.023869848
## demo$career2 0.002132384 -0.025286964 -0.0002069233 0.033007408 -0.025286964
## demo$career3 -0.025384983 -0.025484772 -0.0194383685 0.011204320 -0.025484772
## demo$career4 0.013948996 0.049625443 0.0143441181 -0.034932747 0.049625443
## demo$career5 0.038209380 0.016916560 0.0344281302 -0.006806005 0.016916560
## demo$career6 -0.003545972 0.007003349 -0.0033164735 -0.009141933 0.007003349
## demo$career7 -0.035656241 -0.044337165 -0.0381958422 0.026795069 -0.044337165
## demo$career8 0.033088678 -0.015305741 0.0236737931 0.024334790 -0.015305741
## 41 42 43 44 45
## (Intercept) 0.114676823 0.115111643 0.114676823 0.1368304951 0.120447104
## demo$career1 0.023869848 0.017887489 0.023869848 -0.0037883253 -0.005305907
## demo$career2 -0.025286964 -0.019666569 -0.025286964 0.0114097363 0.002505227
## demo$career3 -0.025484772 -0.020378964 -0.025484772 -0.0178463087 -0.019586098
## demo$career4 0.049625443 0.040920130 0.049625443 0.0102997049 0.012334988
## demo$career5 0.016916560 0.018430642 0.016916560 0.0333550058 0.031690223
## demo$career6 0.007003349 0.001324080 0.007003349 0.0001282802 -0.006592751
## demo$career7 -0.044337165 -0.041073153 -0.044337165 -0.0286215837 -0.031680036
## demo$career8 -0.015305741 -0.003670604 -0.015305741 0.0290974711 0.026473523
## 46 47 48 49
## (Intercept) 0.185010917 0.1280263852 0.256783868 0.1433291764
## demo$career1 -0.008493354 0.0008024105 -0.020104599 0.0013162797
## demo$career2 0.021577692 0.0063798765 0.011607548 0.0114981034
## demo$career3 -0.021667218 -0.0238233782 -0.003999896 -0.0247480755
## demo$career4 -0.003145597 0.0168069501 -0.015507264 0.0050421538
## demo$career5 0.029120149 0.0290638895 0.014440712 0.0362779905
## demo$career6 -0.012212848 -0.0062050738 -0.014926372 0.0004498381
## demo$career7 -0.003002450 -0.0246073027 0.002390309 -0.0222319139
## demo$career8 0.048364846 0.0190010792 0.034097487 0.0424883391
## 50 51 52 53
## (Intercept) 0.0995616726 0.5858576639 0.139791483 0.117331745
## demo$career1 0.0121491948 -0.0152571363 -0.001538995 -0.008307962
## demo$career2 -0.0118503012 0.0180907798 0.015035797 0.005620586
## demo$career3 -0.0293453543 0.0260324086 -0.025250786 -0.016470739
## demo$career4 0.0325258516 -0.0407633996 0.007154890 0.009593852
## demo$career5 0.0297030198 -0.0229083933 0.035746971 0.031027586
## demo$career6 0.0036964997 -0.0017503551 -0.007538701 -0.011597050
## demo$career7 -0.0438999949 0.0383005867 -0.018694221 -0.028564677
## demo$career8 -0.0009262249 -0.0007572705 0.041640067 0.025422215
## 54 55 56 57 58
## (Intercept) 0.5858576639 1.593696e-01 0.120572348 0.122116887 0.109558444
## demo$career1 -0.0152571363 -1.530740e-02 -0.002184727 0.004602651 0.003435546
## demo$career2 0.0180907798 1.134581e-02 -0.008527781 0.008662913 0.002132384
## demo$career3 0.0260324086 -1.277454e-02 -0.009973650 -0.028211218 -0.025384983
## demo$career4 -0.0407633996 5.928517e-05 0.016441738 0.012251824 0.013948996
## demo$career5 -0.0229083933 2.474007e-02 0.027746111 0.039304329 0.038209380
## demo$career6 -0.0017503551 -1.627722e-02 -0.008697059 0.001074778 -0.003545972
## demo$career7 0.0383005867 -1.442698e-02 -0.029094392 -0.029170491 -0.035656241
## demo$career8 -0.0007572705 3.107099e-02 0.016405304 0.039425114 0.033088678
## 59 60 61 62 63
## (Intercept) 0.107125617 0.1009006456 0.107125617 0.124931795 0.139791483
## demo$career1 0.023918701 -0.0022917222 0.023918701 0.019834722 -0.001538995
## demo$career2 -0.024922279 -0.0002069233 -0.024922279 0.001785592 0.015035797
## demo$career3 -0.026767660 -0.0194383685 -0.026767660 -0.036887455 -0.025250786
## demo$career4 0.045345491 0.0143441181 0.045345491 0.029354956 0.007154890
## demo$career5 0.021066060 0.0344281302 0.021066060 0.030083418 0.035746971
## demo$career6 0.002880873 -0.0033164735 0.002880873 -0.001539716 -0.007538701
## demo$career7 -0.045388714 -0.0381958422 -0.045388714 -0.033655563 -0.018694221
## demo$career8 -0.010345448 0.0236737931 -0.010345448 0.024051907 0.041640067
## 64 65 66 67 68
## (Intercept) 0.139791483 0.1009006456 0.107937501 0.114676823 0.1041683070
## demo$career1 -0.001538995 -0.0022917222 0.017924377 0.023869848 0.0189670495
## demo$career2 0.015035797 -0.0002069233 -0.009935447 -0.025286964 -0.0124831649
## demo$career3 -0.025250786 -0.0194383685 -0.035312974 -0.025484772 -0.0331977275
## demo$career4 0.007154890 0.0143441181 0.032616908 0.049625443 0.0398546855
## demo$career5 0.035746971 0.0344281302 0.033255242 0.016916560 0.0240166552
## demo$career6 -0.007538701 -0.0033164735 0.003648813 0.007003349 0.0005022708
## demo$career7 -0.018694221 -0.0381958422 -0.041674037 -0.044337165 -0.0453753673
## demo$career8 0.041640067 0.0236737931 0.007466448 -0.015305741 -0.0027431090
## 69 70 71 72 73
## (Intercept) 0.1160218562 0.110920072 0.139573672 0.099455750 0.1041683070
## demo$career1 0.0138534164 0.011207346 0.006313793 0.005451237 0.0189670495
## demo$career2 -0.0004523564 -0.019234930 -0.019755940 -0.005457727 -0.0124831649
## demo$career3 -0.0307652723 -0.016359957 -0.015305631 -0.023874749 -0.0331977275
## demo$career4 0.0293465607 0.033802056 0.031497836 0.022742401 0.0398546855
## demo$career5 0.0265495749 0.023886682 0.020283980 0.031556657 0.0240166552
## demo$career6 -0.0013845227 0.004461662 -0.001314122 -0.002466550 0.0005022708
## demo$career7 -0.0361529497 -0.039554599 -0.031115468 -0.040326847 -0.0453753673
## demo$career8 0.0150792350 -0.001915202 -0.011970099 0.011883158 -0.0027431090
## 74 75 76 77 78
## (Intercept) 0.101060409 0.114676823 0.140019218 0.099455750 0.5858576639
## demo$career1 0.004755513 0.023869848 -0.015303659 0.005451237 -0.0152571363
## demo$career2 -0.006895886 -0.025286964 0.006248626 -0.005457727 0.0180907798
## demo$career3 -0.025183850 -0.025484772 -0.010855424 -0.023874749 0.0260324086
## demo$career4 0.024580605 0.049625443 0.005632492 0.022742401 -0.0407633996
## demo$career5 0.032492585 0.016916560 0.027824077 0.031556657 -0.0229083933
## demo$career6 0.003016278 0.007003349 -0.011763451 -0.002466550 -0.0017503551
## demo$career7 -0.041931506 -0.044337165 -0.023873799 -0.040326847 0.0383005867
## demo$career8 0.010278499 -0.015305741 0.021747704 0.011883158 -0.0007572705
## 79 80 81 82 83
## (Intercept) 0.1238291756 0.11063069 0.101060409 0.1009006456 0.112993802
## demo$career1 0.0004430074 0.01747213 0.004755513 -0.0022917222 0.009249877
## demo$career2 -0.0117846089 -0.02500855 -0.006895886 -0.0002069233 -0.011942402
## demo$career3 -0.0095267743 -0.02169219 -0.025183850 -0.0194383685 -0.018674652
## demo$career4 0.0144954525 0.04287162 0.024580605 0.0143441181 0.020688258
## demo$career5 0.0282287780 0.02223986 0.032492585 0.0344281302 0.034744681
## demo$career6 -0.0013457790 0.01020116 0.003016278 -0.0033164735 -0.000854835
## demo$career7 -0.0323512198 -0.04294141 -0.041931506 -0.0381958422 -0.036003284
## demo$career8 0.0172135171 -0.01385052 0.010278499 0.0236737931 0.023882224
## 84 85 86 87 88
## (Intercept) 0.1058147041 0.117331745 0.109558444 0.11063069 0.27347822
## demo$career1 0.0119094143 -0.008307962 0.003435546 0.01747213 -0.01967399
## demo$career2 -0.0076845300 0.005620586 0.002132384 -0.02500855 0.02905774
## demo$career3 -0.0292590231 -0.016470739 -0.025384983 -0.02169219 -0.00438083
## demo$career4 0.0322833993 0.009593852 0.013948996 0.04287162 -0.01741654
## demo$career5 0.0266393710 0.031027586 0.038209380 0.02223986 0.01768226
## demo$career6 -0.0002309504 -0.011597050 -0.003545972 0.01020116 -0.01947577
## demo$career7 -0.0435085080 -0.028564677 -0.035656241 -0.04294141 0.01348796
## demo$career8 0.0081565491 0.025422215 0.033088678 -0.01385052 0.04315945
## 89 90 91 92
## (Intercept) 0.1041683070 0.161710718 0.104247566 1.028037e-01
## demo$career1 0.0189670495 -0.004752306 0.012585397 1.095316e-02
## demo$career2 -0.0124831649 0.018356856 -0.006276406 -1.867017e-02
## demo$career3 -0.0331977275 -0.025484904 -0.027973998 -1.742962e-02
## demo$career4 0.0398546855 0.004743973 0.030486245 2.892190e-02
## demo$career5 0.0240166552 0.032647995 0.025722734 2.834499e-02
## demo$career6 0.0005022708 -0.011202415 -0.005587703 8.413792e-05
## demo$career7 -0.0453753673 -0.010967107 -0.041941370 -4.049752e-02
## demo$career8 -0.0027431090 0.045062193 0.009723687 3.587861e-03
## 93 94 95 96
## (Intercept) 0.1433291764 0.1009006456 0.107125617 0.1009006456
## demo$career1 0.0013162797 -0.0022917222 0.023918701 -0.0022917222
## demo$career2 0.0114981034 -0.0002069233 -0.024922279 -0.0002069233
## demo$career3 -0.0247480755 -0.0194383685 -0.026767660 -0.0194383685
## demo$career4 0.0050421538 0.0143441181 0.045345491 0.0143441181
## demo$career5 0.0362779905 0.0344281302 0.021066060 0.0344281302
## demo$career6 0.0004498381 -0.0033164735 0.002880873 -0.0033164735
## demo$career7 -0.0222319139 -0.0381958422 -0.045388714 -0.0381958422
## demo$career8 0.0424883391 0.0236737931 -0.010345448 0.0236737931
## 97 98 99 100 101
## (Intercept) 0.0995616726 0.347197840 0.122116887 0.114676823 0.099455750
## demo$career1 0.0121491948 -0.023529057 0.004602651 0.023869848 0.005451237
## demo$career2 -0.0118503012 0.023453041 0.008662913 -0.025286964 -0.005457727
## demo$career3 -0.0293453543 0.003865930 -0.028211218 -0.025484772 -0.023874749
## demo$career4 0.0325258516 -0.023216282 0.012251824 0.049625443 0.022742401
## demo$career5 0.0297030198 0.006194336 0.039304329 0.016916560 0.031556657
## demo$career6 0.0036964997 -0.011161788 0.001074778 0.007003349 -0.002466550
## demo$career7 -0.0438999949 0.020820335 -0.029170491 -0.044337165 -0.040326847
## demo$career8 -0.0009262249 0.036132875 0.039425114 -0.015305741 0.011883158
## 102 103 104 105 106
## (Intercept) 0.114676823 0.1262554587 0.109558444 0.114676823 0.429156028
## demo$career1 0.023869848 0.0048212894 0.003435546 0.023869848 -0.021518446
## demo$career2 -0.025286964 0.0009186043 0.002132384 -0.025286964 0.017873704
## demo$career3 -0.025484772 -0.0284877551 -0.025384983 -0.025484772 0.015301385
## demo$career4 0.049625443 0.0199691282 0.013948996 0.049625443 -0.032410637
## demo$career5 0.016916560 0.0328092420 0.038209380 0.016916560 -0.002516038
## demo$career6 0.007003349 -0.0051757566 -0.003545972 0.007003349 -0.017544867
## demo$career7 -0.044337165 -0.0299792334 -0.035656241 -0.044337165 0.030892134
## demo$career8 -0.015305741 0.0207720057 0.033088678 -0.015305741 0.028431855
## 107 108 109 110 111
## (Intercept) 0.1041683070 0.130095225 0.480412895 0.101060409 0.101060409
## demo$career1 0.0189670495 -0.007466972 -0.019675886 0.004755513 0.004755513
## demo$career2 -0.0124831649 0.012227847 0.028856109 -0.006895886 -0.006895886
## demo$career3 -0.0331977275 -0.019073011 0.015809139 -0.025183850 -0.025183850
## demo$career4 0.0398546855 0.007782289 -0.037426541 0.024580605 0.024580605
## demo$career5 0.0240166552 0.031929435 -0.010155306 0.032492585 0.032492585
## demo$career6 0.0005022708 -0.007196600 -0.009141973 0.003016278 0.003016278
## demo$career7 -0.0453753673 -0.021886314 0.030494257 -0.041931506 -0.041931506
## demo$career8 -0.0027431090 0.031559237 0.017435924 0.010278499 0.010278499
## 112 113 114 115 116
## (Intercept) 0.102757350 0.114676823 0.101060409 0.5858576639 0.114676823
## demo$career1 0.017371269 0.023869848 0.004755513 -0.0152571363 0.023869848
## demo$career2 -0.024605319 -0.025286964 -0.006895886 0.0180907798 -0.025286964
## demo$career3 -0.022888894 -0.025484772 -0.025183850 0.0260324086 -0.025484772
## demo$career4 0.038324949 0.049625443 0.024580605 -0.0407633996 0.049625443
## demo$career5 0.026581626 0.016916560 0.032492585 -0.0229083933 0.016916560
## demo$career6 0.006054335 0.007003349 0.003016278 -0.0017503551 0.007003349
## demo$career7 -0.043964411 -0.044337165 -0.041931506 0.0383005867 -0.044337165
## demo$career8 -0.008743219 -0.015305741 0.010278499 -0.0007572705 -0.015305741
## 117 118 119 120 121
## (Intercept) 0.114676823 0.117331745 0.126548597 0.113014731 0.112718279
## demo$career1 0.023869848 -0.008307962 -0.002579923 -0.001322072 0.003974567
## demo$career2 -0.025286964 0.005620586 0.008175976 0.006091446 -0.014588105
## demo$career3 -0.025484772 -0.016470739 -0.022463320 -0.022080465 -0.012039174
## demo$career4 0.049625443 0.009593852 0.009046103 0.012713020 0.026094236
## demo$career5 0.016916560 0.031027586 0.034770213 0.035441051 0.026504407
## demo$career6 0.007003349 -0.011597050 -0.012059939 0.001178375 0.003810641
## demo$career7 -0.044337165 -0.028564677 -0.025665693 -0.031969671 -0.037556384
## demo$career8 -0.015305741 0.025422215 0.035105865 0.029632391 0.009009107
## 122 123 124 125 126
## (Intercept) 0.114676823 0.114676823 0.1009006456 0.164153289 0.112451403
## demo$career1 0.023869848 0.023869848 -0.0022917222 -0.008747617 0.010550051
## demo$career2 -0.025286964 -0.025286964 -0.0002069233 0.015914285 -0.020614239
## demo$career3 -0.025484772 -0.025484772 -0.0194383685 -0.019459733 -0.017621723
## demo$career4 0.049625443 0.049625443 0.0143441181 0.002863178 0.035559956
## demo$career5 0.016916560 0.016916560 0.0344281302 0.032402994 0.024784800
## demo$career6 0.007003349 0.007003349 -0.0033164735 -0.007584380 0.009698007
## demo$career7 -0.044337165 -0.044337165 -0.0381958422 -0.013409678 -0.041085930
## demo$career8 -0.015305741 -0.015305741 0.0236737931 0.038115118 -0.003446533
## 127 128 129 130 131
## (Intercept) 0.151430029 0.409653128 0.114676823 0.114676823 0.2142736924
## demo$career1 -0.002296838 -0.016342204 0.023869848 0.023869848 -0.0096547989
## demo$career2 0.007445834 0.003198396 -0.025286964 -0.025286964 0.0202128402
## demo$career3 -0.018236552 0.010631011 -0.025484772 -0.025484772 -0.0177057913
## demo$career4 0.004677997 -0.025805015 0.049625443 0.049625443 -0.0081635182
## demo$career5 0.031611537 -0.003203894 0.016916560 0.016916560 0.0243978586
## demo$career6 -0.016613144 -0.012970475 0.007003349 0.007003349 -0.0109369847
## demo$career7 -0.022169501 0.013454018 -0.044337165 -0.044337165 0.0007551126
## demo$career8 0.034506026 0.015547443 -0.015305741 -0.015305741 0.0470563666
## 132 133 134 135 136
## (Intercept) 0.104377668 0.114676823 0.113862360 0.104377668 0.099455750
## demo$career1 0.003532537 0.023869848 0.012145831 0.003532537 0.005451237
## demo$career2 -0.013876149 -0.025286964 -0.008492085 -0.013876149 -0.005457727
## demo$career3 -0.012990522 -0.025484772 -0.027930557 -0.012990522 -0.023874749
## demo$career4 0.020893339 0.049625443 0.037089693 0.020893339 0.022742401
## demo$career5 0.031103033 0.016916560 0.022219829 0.031103033 0.031556657
## demo$career6 -0.000688947 0.007003349 0.004145943 -0.000688947 -0.002466550
## demo$career7 -0.038446044 -0.044337165 -0.042496887 -0.038446044 -0.040326847
## demo$career8 0.014902250 -0.015305741 0.002553578 0.014902250 0.011883158
## 137 138 139 140 141
## (Intercept) 0.114676823 0.099455750 1.112548e-01 0.107125617 0.115420050
## demo$career1 0.023869848 0.005451237 1.670140e-02 0.023918701 0.029676505
## demo$career2 -0.025286964 -0.005457727 -1.691571e-02 -0.024922279 -0.023423872
## demo$career3 -0.025484772 -0.023874749 -2.311965e-02 -0.026767660 -0.032460010
## demo$career4 0.049625443 0.022742401 2.892964e-02 0.045345491 0.045750437
## demo$career5 0.016916560 0.031556657 3.186569e-02 0.021066060 0.024311732
## demo$career6 0.007003349 -0.002466550 -5.641141e-05 0.002880873 0.002815526
## demo$career7 -0.044337165 -0.040326847 -3.818857e-02 -0.045388714 -0.043338073
## demo$career8 -0.015305741 0.011883158 1.209020e-02 -0.010345448 -0.002539210
## 142 143 144 145 146
## (Intercept) 0.1009006456 0.1110805377 0.102757350 0.199694109 0.104247566
## demo$career1 -0.0022917222 0.0231223260 0.017371269 -0.022411173 0.012585397
## demo$career2 -0.0002069233 -0.0230436520 -0.024605319 0.019374591 -0.006276406
## demo$career3 -0.0194383685 -0.0285989308 -0.022888894 -0.009057718 -0.027973998
## demo$career4 0.0143441181 0.0385638121 0.038324949 -0.006853929 0.030486245
## demo$career5 0.0344281302 0.0300049040 0.026581626 0.021606158 0.025722734
## demo$career6 -0.0033164735 0.0060572175 0.006054335 -0.011886120 -0.005587703
## demo$career7 -0.0381958422 -0.0418134178 -0.043964411 -0.001091125 -0.041941370
## demo$career8 0.0236737931 -0.0007207033 -0.008743219 0.033813929 0.009723687
## 147 148 149 150 151
## (Intercept) 0.112331029 0.4335226465 0.5858576639 0.111226290 0.120677093
## demo$career1 0.012803127 -0.0148316782 -0.0152571363 0.013405995 -0.005608518
## demo$career2 -0.007112776 0.0038917004 0.0180907798 -0.006149915 0.002275238
## demo$career3 -0.026668790 0.0109347666 0.0260324086 -0.032167655 -0.016006563
## demo$career4 0.035331793 -0.0296443032 -0.0407633996 0.031433278 0.007595078
## demo$career5 0.021321711 -0.0007373751 -0.0229083933 0.030621286 0.031525378
## demo$career6 -0.001090403 -0.0106614864 -0.0017503551 0.008117577 -0.004044962
## demo$career7 -0.040965556 0.0265255155 0.0383005867 -0.038160105 -0.031910025
## demo$career8 0.004084909 0.0240652359 -0.0007572705 0.004177659 0.026243534
## 152 153 154 155 156
## (Intercept) 0.114676823 0.139791483 0.1009006456 0.115111643 0.114676823
## demo$career1 0.023869848 -0.001538995 -0.0022917222 0.017887489 0.023869848
## demo$career2 -0.025286964 0.015035797 -0.0002069233 -0.019666569 -0.025286964
## demo$career3 -0.025484772 -0.025250786 -0.0194383685 -0.020378964 -0.025484772
## demo$career4 0.049625443 0.007154890 0.0143441181 0.040920130 0.049625443
## demo$career5 0.016916560 0.035746971 0.0344281302 0.018430642 0.016916560
## demo$career6 0.007003349 -0.007538701 -0.0033164735 0.001324080 0.007003349
## demo$career7 -0.044337165 -0.018694221 -0.0381958422 -0.041073153 -0.044337165
## demo$career8 -0.015305741 0.041640067 0.0236737931 -0.003670604 -0.015305741
## 157 158 159 160 161
## (Intercept) 0.114676823 0.114676823 0.123549425 0.115735389 0.109558444
## demo$career1 0.023869848 0.023869848 0.020380682 0.020346958 0.003435546
## demo$career2 -0.025286964 -0.025286964 -0.007760347 -0.006945590 0.002132384
## demo$career3 -0.025484772 -0.025484772 -0.034580830 -0.036071975 -0.025384983
## demo$career4 0.049625443 0.049625443 0.043616515 0.038969147 0.013948996
## demo$career5 0.016916560 0.016916560 0.020432694 0.024811114 0.038209380
## demo$career6 0.007003349 0.007003349 0.008986128 0.004736384 -0.003545972
## demo$career7 -0.044337165 -0.044337165 -0.038894914 -0.039823750 -0.035656241
## demo$career8 -0.015305741 -0.015305741 -0.003257518 0.002204119 0.033088678
## 162 163 164 165 166
## (Intercept) 0.102757350 0.112010226 0.219862636 0.121938445 0.114676823
## demo$career1 0.017371269 0.019033047 -0.011501611 0.011807180 0.023869848
## demo$career2 -0.024605319 -0.013146349 0.021616903 0.001389464 -0.025286964
## demo$career3 -0.022888894 -0.031775783 -0.009654888 -0.034097481 -0.025484772
## demo$career4 0.038324949 0.044368248 -0.005173359 0.023088296 0.049625443
## demo$career5 0.026581626 0.019729727 0.026075950 0.037222706 0.016916560
## demo$career6 0.006054335 0.004763941 -0.013920470 0.007599669 0.007003349
## demo$career7 -0.043964411 -0.044320943 -0.004833831 -0.033384227 -0.044337165
## demo$career8 -0.008743219 -0.007980254 0.036705518 0.024982182 -0.015305741
## 167 168 169 170 171
## (Intercept) 0.114676823 0.165353148 0.0995616726 0.126548597 0.147881830
## demo$career1 0.023869848 -0.001812173 0.0121491948 -0.002579923 -0.006074390
## demo$career2 -0.025286964 0.014714427 -0.0118503012 0.008175976 0.010994032
## demo$career3 -0.025484772 -0.024960667 -0.0293453543 -0.022463320 -0.018855021
## demo$career4 0.049625443 0.002569236 0.0325258516 0.009046103 0.001744826
## demo$career5 0.016916560 0.033197316 0.0297030198 0.034770213 0.031616404
## demo$career6 0.007003349 -0.002976157 0.0036964997 -0.012059939 -0.013064946
## demo$career7 -0.044337165 -0.014609537 -0.0438999949 -0.025665693 -0.018621303
## demo$career8 -0.015305741 0.045924268 -0.0009262249 0.035105865 0.038054225
## 172 173 174 175 176
## (Intercept) 1.467364e-01 0.122116887 0.114676823 0.1041683070 0.136249763
## demo$career1 2.245227e-03 0.004602651 0.023869848 0.0189670495 0.003642354
## demo$career2 1.424468e-02 0.008662913 -0.025286964 -0.0124831649 0.004037654
## demo$career3 -2.398868e-02 -0.028211218 -0.025484772 -0.0331977275 -0.023990163
## demo$career4 9.749239e-03 0.012251824 0.049625443 0.0398546855 0.021178106
## demo$career5 3.721115e-02 0.039304329 0.016916560 0.0240166552 0.031429741
## demo$career6 -1.625716e-05 0.001074778 0.007003349 0.0005022708 0.006685786
## demo$career7 -2.563919e-02 -0.029170491 -0.044337165 -0.0453753673 -0.032830681
## demo$career8 3.908107e-02 0.039425114 -0.015305741 -0.0027431090 0.014944368
## 177 178 179 180
## (Intercept) 0.3852998123 0.1009006456 0.1009006456 0.112993802
## demo$career1 -0.0233752835 -0.0022917222 -0.0022917222 0.009249877
## demo$career2 0.0224235070 -0.0002069233 -0.0002069233 -0.011942402
## demo$career3 0.0108866256 -0.0194383685 -0.0194383685 -0.018674652
## demo$career4 -0.0301739917 0.0143441181 0.0143441181 0.020688258
## demo$career5 0.0002150598 0.0344281302 0.0344281302 0.034744681
## demo$career6 -0.0169776345 -0.0033164735 -0.0033164735 -0.000854835
## demo$career7 0.0272253231 -0.0381958422 -0.0381958422 -0.036003284
## demo$career8 0.0341536323 0.0236737931 0.0236737931 0.023882224
## 181 182 183 184 185
## (Intercept) 0.114676823 0.147881830 0.099455750 0.114676823 0.114676823
## demo$career1 0.023869848 -0.006074390 0.005451237 0.023869848 0.023869848
## demo$career2 -0.025286964 0.010994032 -0.005457727 -0.025286964 -0.025286964
## demo$career3 -0.025484772 -0.018855021 -0.023874749 -0.025484772 -0.025484772
## demo$career4 0.049625443 0.001744826 0.022742401 0.049625443 0.049625443
## demo$career5 0.016916560 0.031616404 0.031556657 0.016916560 0.016916560
## demo$career6 0.007003349 -0.013064946 -0.002466550 0.007003349 0.007003349
## demo$career7 -0.044337165 -0.018621303 -0.040326847 -0.044337165 -0.044337165
## demo$career8 -0.015305741 0.038054225 0.011883158 -0.015305741 -0.015305741
## 186 187 188 189 190
## (Intercept) 0.241872391 0.1299874230 0.1009006456 0.102757350 0.114676823
## demo$career1 -0.016318878 0.0001952518 -0.0022917222 0.017371269 0.023869848
## demo$career2 0.021994138 0.0047371495 -0.0002069233 -0.024605319 -0.025286964
## demo$career3 -0.010113701 -0.0219805776 -0.0194383685 -0.022888894 -0.025484772
## demo$career4 -0.013585559 0.0069919276 0.0143441181 0.038324949 0.049625443
## demo$career5 0.021126748 0.0352840913 0.0344281302 0.026581626 0.016916560
## demo$career6 -0.017538705 -0.0042957578 -0.0033164735 0.006054335 0.007003349
## demo$career7 0.008085196 -0.0291045189 -0.0381958422 -0.043964411 -0.044337165
## demo$career8 0.043958459 0.0359405432 0.0236737931 -0.008743219 -0.015305741
## 191 192 193 194 195
## (Intercept) 0.532094630 0.107937501 0.114676823 0.114676823 0.1009006456
## demo$career1 -0.016088406 0.017924377 0.023869848 0.023869848 -0.0022917222
## demo$career2 0.022985897 -0.009935447 -0.025286964 -0.025286964 -0.0002069233
## demo$career3 0.019784150 -0.035312974 -0.025484772 -0.025484772 -0.0194383685
## demo$career4 -0.040177298 0.032616908 0.049625443 0.049625443 0.0143441181
## demo$career5 -0.015086293 0.033255242 0.016916560 0.016916560 0.0344281302
## demo$career6 -0.003043319 0.003648813 0.007003349 0.007003349 -0.0033164735
## demo$career7 0.033374667 -0.041674037 -0.044337165 -0.044337165 -0.0381958422
## demo$career8 0.008238774 0.007466448 -0.015305741 -0.015305741 0.0236737931
## 196 197 198 199 200
## (Intercept) 0.117331745 0.1009006456 0.185010917 0.112010226 0.114676823
## demo$career1 -0.008307962 -0.0022917222 -0.008493354 0.019033047 0.023869848
## demo$career2 0.005620586 -0.0002069233 0.021577692 -0.013146349 -0.025286964
## demo$career3 -0.016470739 -0.0194383685 -0.021667218 -0.031775783 -0.025484772
## demo$career4 0.009593852 0.0143441181 -0.003145597 0.044368248 0.049625443
## demo$career5 0.031027586 0.0344281302 0.029120149 0.019729727 0.016916560
## demo$career6 -0.011597050 -0.0033164735 -0.012212848 0.004763941 0.007003349
## demo$career7 -0.028564677 -0.0381958422 -0.003002450 -0.044320943 -0.044337165
## demo$career8 0.025422215 0.0236737931 0.048364846 -0.007980254 -0.015305741
## 201 202 203 204 205
## (Intercept) 0.1668559202 0.112718279 0.112718279 0.114676823 0.112718279
## demo$career1 0.0008637172 0.003974567 0.003974567 0.023869848 0.003974567
## demo$career2 0.0090492131 -0.014588105 -0.014588105 -0.025286964 -0.014588105
## demo$career3 -0.0223109737 -0.012039174 -0.012039174 -0.025484772 -0.012039174
## demo$career4 0.0183476829 0.026094236 0.026094236 0.049625443 0.026094236
## demo$career5 0.0185708574 0.026504407 0.026504407 0.016916560 0.026504407
## demo$career6 -0.0012493560 0.003810641 0.003810641 0.007003349 0.003810641
## demo$career7 -0.0201325827 -0.037556384 -0.037556384 -0.044337165 -0.037556384
## demo$career8 0.0258321506 0.009009107 0.009009107 -0.015305741 0.009009107
## 206 207 208 209 210
## (Intercept) 0.5858576639 0.114676823 0.104247566 1.887999e-01 0.153643289
## demo$career1 -0.0152571363 0.023869848 0.012585397 -4.430388e-03 -0.014637196
## demo$career2 0.0180907798 -0.025286964 -0.006276406 1.778866e-02 0.013023500
## demo$career3 0.0260324086 -0.025484772 -0.027973998 -2.101180e-02 -0.013327306
## demo$career4 -0.0407633996 0.049625443 0.030486245 -2.915348e-05 0.003648510
## demo$career5 -0.0229083933 0.016916560 0.025722734 2.911935e-02 0.028620973
## demo$career6 -0.0017503551 0.007003349 -0.005587703 -1.600188e-02 -0.007232696
## demo$career7 0.0383005867 -0.044337165 -0.041941370 -6.791476e-03 -0.016863965
## demo$career8 -0.0007572705 -0.015305741 0.009723687 4.457582e-02 0.027906801
## 211 212 213 214 215
## (Intercept) 0.10959776 0.112993802 0.1433291764 0.133426419 0.104377668
## demo$career1 0.01050103 0.009249877 0.0013162797 0.003844840 0.003532537
## demo$career2 -0.00479401 -0.011942402 0.0114981034 0.001298153 -0.013876149
## demo$career3 -0.03115882 -0.018674652 -0.0247480755 -0.021379170 -0.012990522
## demo$career4 0.02446278 0.020688258 0.0050421538 0.009841377 0.020893339
## demo$career5 0.03616725 0.034744681 0.0362779905 0.035277617 0.031103033
## demo$career6 0.00294812 -0.000854835 0.0004498381 -0.007734754 -0.000688947
## demo$career7 -0.03957588 -0.036003284 -0.0222319139 -0.032543515 -0.038446044
## demo$career8 0.01914335 0.023882224 0.0424883391 0.032501547 0.014902250
## 216 217 218 219 220
## (Intercept) 0.438005578 0.182222966 0.104377668 0.114676823 0.114676823
## demo$career1 -0.011970011 -0.013656883 0.003532537 0.023869848 0.023869848
## demo$career2 0.028254923 0.009995969 -0.013876149 -0.025286964 -0.025286964
## demo$career3 0.006451835 -0.011017261 -0.012990522 -0.025484772 -0.025484772
## demo$career4 -0.028152847 0.002683584 0.020893339 0.049625443 0.049625443
## demo$career5 -0.005702856 0.027887047 0.031103033 0.016916560 0.016916560
## demo$career6 -0.008894418 -0.007511238 -0.000688947 0.007003349 0.007003349
## demo$career7 0.022042584 -0.015353986 -0.038446044 -0.044337165 -0.044337165
## demo$career8 0.025329431 0.024675071 0.014902250 -0.015305741 -0.015305741
## 221 222 223 224 225
## (Intercept) 0.114676823 0.114676823 0.114676823 0.532094630 0.344689436
## demo$career1 0.023869848 0.023869848 0.023869848 -0.016088406 -0.022947172
## demo$career2 -0.025286964 -0.025286964 -0.025286964 0.022985897 0.025961445
## demo$career3 -0.025484772 -0.025484772 -0.025484772 0.019784150 0.006374333
## demo$career4 0.049625443 0.049625443 0.049625443 -0.040177298 -0.029526365
## demo$career5 0.016916560 0.016916560 0.016916560 -0.015086293 0.005121273
## demo$career6 0.007003349 0.007003349 0.007003349 -0.003043319 -0.016902543
## demo$career7 -0.044337165 -0.044337165 -0.044337165 0.033374667 0.023328739
## demo$career8 -0.015305741 -0.015305741 -0.015305741 0.008238774 0.038641279
## 226 227 228 229 230
## (Intercept) 0.122116887 0.1369975682 0.099455750 0.1009006456 0.107125617
## demo$career1 0.004602651 0.0005399496 0.005451237 -0.0022917222 0.023918701
## demo$career2 0.008662913 -0.0062719945 -0.005457727 -0.0002069233 -0.024922279
## demo$career3 -0.028211218 -0.0218196474 -0.023874749 -0.0194383685 -0.026767660
## demo$career4 0.012251824 0.0252114327 0.022742401 0.0143441181 0.045345491
## demo$career5 0.039304329 0.0233401684 0.031556657 0.0344281302 0.021066060
## demo$career6 0.001074778 -0.0039655352 -0.002466550 -0.0033164735 0.002880873
## demo$career7 -0.029170491 -0.0306837422 -0.040326847 -0.0381958422 -0.045388714
## demo$career8 0.039425114 -0.0038865441 0.011883158 0.0236737931 -0.010345448
## 231 232 233 234 235
## (Intercept) 0.388524094 0.114676823 0.117331745 0.0995616726 0.5858576639
## demo$career1 -0.017866498 0.023869848 -0.008307962 0.0121491948 -0.0152571363
## demo$career2 0.010149452 -0.025286964 0.005620586 -0.0118503012 0.0180907798
## demo$career3 0.007662344 -0.025484772 -0.016470739 -0.0293453543 0.0260324086
## demo$career4 -0.027466041 0.049625443 0.009593852 0.0325258516 -0.0407633996
## demo$career5 0.002811368 0.016916560 0.031027586 0.0297030198 -0.0229083933
## demo$career6 -0.015440011 0.007003349 -0.011597050 0.0036964997 -0.0017503551
## demo$career7 0.024001042 -0.044337165 -0.028564677 -0.0438999949 0.0383005867
## demo$career8 0.030929351 -0.015305741 0.025422215 -0.0009262249 -0.0007572705
## 236 237 238 239 240
## (Intercept) 0.1009006456 0.107125617 0.0995616726 0.330253797 0.385802330
## demo$career1 -0.0022917222 0.023918701 0.0121491948 -0.028436930 -0.021341089
## demo$career2 -0.0002069233 -0.024922279 -0.0118503012 0.019381639 0.021920989
## demo$career3 -0.0194383685 -0.026767660 -0.0293453543 0.009475388 0.010384108
## demo$career4 0.0143441181 0.045345491 0.0325258516 -0.022683652 -0.031786535
## demo$career5 0.0344281302 0.021066060 0.0297030198 0.005530387 0.002808517
## demo$career6 -0.0033164735 0.002880873 0.0036964997 -0.011167216 -0.017480153
## demo$career7 -0.0381958422 -0.045388714 -0.0438999949 0.014774251 0.026722805
## demo$career8 0.0236737931 -0.010345448 -0.0009262249 0.024221438 0.033651114
## 241 242 243 244 245
## (Intercept) 0.1009006456 0.117331745 0.1009006456 0.114676823 0.173950526
## demo$career1 -0.0022917222 -0.008307962 -0.0022917222 0.023869848 -0.005847673
## demo$career2 -0.0002069233 0.005620586 -0.0002069233 -0.025286964 0.010275053
## demo$career3 -0.0194383685 -0.016470739 -0.0194383685 -0.025484772 -0.014364192
## demo$career4 0.0143441181 0.009593852 0.0143441181 0.049625443 -0.002971875
## demo$career5 0.0344281302 0.031027586 0.0344281302 0.016916560 0.028223116
## demo$career6 -0.0033164735 -0.011597050 -0.0033164735 0.007003349 -0.017780340
## demo$career7 -0.0381958422 -0.028564677 -0.0381958422 -0.044337165 -0.014803553
## demo$career8 0.0236737931 0.025422215 0.0236737931 -0.015305741 0.037452015
## 246 247 248 249 250
## (Intercept) 0.113014731 0.347197840 0.147637378 0.104377668 0.11063069
## demo$career1 -0.001322072 -0.023529057 -0.005748238 0.003532537 0.01747213
## demo$career2 0.006091446 0.023453041 0.011238485 -0.013876149 -0.02500855
## demo$career3 -0.022080465 0.003865930 -0.022650972 -0.012990522 -0.02169219
## demo$career4 0.012713020 -0.023216282 0.006762193 0.020893339 0.04287162
## demo$career5 0.035441051 0.006194336 0.031787749 0.031103033 0.02223986
## demo$career6 0.001178375 -0.011161788 -0.015761669 -0.000688947 0.01020116
## demo$career7 -0.031969671 0.020820335 -0.018376850 -0.038446044 -0.04294141
## demo$career8 0.029632391 0.036132875 0.038298677 0.014902250 -0.01385052
## 251 252 253 254
## (Intercept) 0.1110805377 0.107937501 0.1009006456 0.107125617
## demo$career1 0.0231223260 0.017924377 -0.0022917222 0.023918701
## demo$career2 -0.0230436520 -0.009935447 -0.0002069233 -0.024922279
## demo$career3 -0.0285989308 -0.035312974 -0.0194383685 -0.026767660
## demo$career4 0.0385638121 0.032616908 0.0143441181 0.045345491
## demo$career5 0.0300049040 0.033255242 0.0344281302 0.021066060
## demo$career6 0.0060572175 0.003648813 -0.0033164735 0.002880873
## demo$career7 -0.0418134178 -0.041674037 -0.0381958422 -0.045388714
## demo$career8 -0.0007207033 0.007466448 0.0236737931 -0.010345448
## 255 256 257 258
## (Intercept) 0.1009006456 0.122116887 0.0995616726 0.1197669699
## demo$career1 -0.0022917222 0.004602651 0.0121491948 0.0069583089
## demo$career2 -0.0002069233 0.008662913 -0.0118503012 -0.0005344664
## demo$career3 -0.0194383685 -0.028211218 -0.0293453543 -0.0253389154
## demo$career4 0.0143441181 0.012251824 0.0325258516 0.0267018251
## demo$career5 0.0344281302 0.039304329 0.0297030198 0.0277988496
## demo$career6 -0.0033164735 0.001074778 0.0036964997 0.0064479334
## demo$career7 -0.0381958422 -0.029170491 -0.0438999949 -0.0335488570
## demo$career8 0.0236737931 0.039425114 -0.0009262249 0.0113341214
## 259 260 261 262 263
## (Intercept) 0.1110805377 0.3899242857 0.104247566 0.211880284 0.27347822
## demo$career1 0.0231223260 -0.0241277030 0.012585397 -0.016369270 -0.01967399
## demo$career2 -0.0230436520 0.0268488074 -0.006276406 0.022606248 0.02905774
## demo$career3 -0.0285989308 0.0062621522 -0.027973998 -0.015312383 -0.00438083
## demo$career4 0.0385638121 -0.0257952169 0.030486245 -0.008056911 -0.01741654
## demo$career5 0.0300049040 0.0007953597 0.025722734 0.025253333 0.01768226
## demo$career6 0.0060572175 -0.0071116964 -0.005587703 -0.012389730 -0.01947577
## demo$career7 -0.0418134178 0.0226008497 -0.041941370 0.003148521 0.01348796
## demo$career8 -0.0007207033 0.0295291589 0.009723687 0.044687870 0.04315945
## 264 265 266 267 268
## (Intercept) 0.430152994 0.347197840 0.114676823 0.109558444 0.120677093
## demo$career1 -0.020663560 -0.023529057 0.023869848 0.003435546 -0.005608518
## demo$career2 0.016876737 0.023453041 -0.025286964 0.002132384 0.002275238
## demo$career3 0.014304419 0.003865930 -0.025484772 -0.025384983 -0.016006563
## demo$career4 -0.032536755 -0.023216282 0.049625443 0.013948996 0.007595078
## demo$career5 -0.003513005 0.006194336 0.016916560 0.038209380 0.031525378
## demo$career6 -0.012291834 -0.011161788 0.007003349 -0.003545972 -0.004044962
## demo$career7 0.029895168 0.020820335 -0.044337165 -0.035656241 -0.031910025
## demo$career8 0.027434888 0.036132875 -0.015305741 0.033088678 0.026243534
## 269 270 271 272 273
## (Intercept) 0.104247566 0.109601088 0.1041683070 0.274522978 0.1041683070
## demo$career1 0.012585397 -0.001692174 0.0189670495 -0.017803567 0.0189670495
## demo$career2 -0.006276406 -0.001280437 -0.0124831649 0.020320679 -0.0124831649
## demo$career3 -0.027973998 -0.018355110 -0.0331977275 -0.005425583 -0.0331977275
## demo$career4 0.030486245 0.019849152 0.0398546855 -0.018784889 0.0398546855
## demo$career5 0.025722734 0.029670148 0.0240166552 0.015480101 0.0240166552
## demo$career6 -0.005587703 0.001346634 0.0005022708 -0.016353855 0.0005022708
## demo$career7 -0.041941370 -0.037320258 -0.0453753673 0.012443209 -0.0453753673
## demo$career8 0.009723687 0.017434962 -0.0027431090 0.042114697 -0.0027431090
## 274 275 276 277 278
## (Intercept) 0.114676823 0.1129682063 0.099455750 0.1009006456 0.114676823
## demo$career1 0.023869848 0.0058661325 0.005451237 -0.0022917222 0.023869848
## demo$career2 -0.025286964 -0.0009236397 -0.005457727 -0.0002069233 -0.025286964
## demo$career3 -0.025484772 -0.0279358685 -0.023874749 -0.0194383685 -0.025484772
## demo$career4 0.049625443 0.0232535167 0.022742401 0.0143441181 0.049625443
## demo$career5 0.016916560 0.0334677739 0.031556657 0.0344281302 0.016916560
## demo$career6 0.007003349 0.0075411471 -0.002466550 -0.0033164735 0.007003349
## demo$career7 -0.044337165 -0.0359776887 -0.040326847 -0.0381958422 -0.044337165
## demo$career8 -0.015305741 0.0157728990 0.011883158 0.0236737931 -0.015305741
## 279 280 281 282 283
## (Intercept) 0.112733067 0.477117022 0.112718279 0.5858576639 0.114676823
## demo$career1 0.018371798 -0.018353367 0.003974567 -0.0152571363 0.023869848
## demo$career2 -0.004237888 0.011639161 -0.014588105 0.0180907798 -0.025286964
## demo$career3 -0.033910591 0.019105012 -0.012039174 0.0260324086 -0.025484772
## demo$career4 0.030530191 -0.034858545 0.026094236 -0.0407633996 0.049625443
## demo$career5 0.029183531 -0.006641568 0.026504407 -0.0229083933 0.016916560
## demo$career6 -0.005853287 -0.012512767 0.003810641 -0.0017503551 0.007003349
## demo$career7 -0.039666881 0.033790129 -0.037556384 0.0383005867 -0.044337165
## demo$career8 0.018368024 0.020731796 0.009009107 -0.0007572705 -0.015305741
## 284 285 286 287 288
## (Intercept) 0.114676823 0.107125617 0.114676823 0.122116887 0.114676823
## demo$career1 0.023869848 0.023918701 0.023869848 0.004602651 0.023869848
## demo$career2 -0.025286964 -0.024922279 -0.025286964 0.008662913 -0.025286964
## demo$career3 -0.025484772 -0.026767660 -0.025484772 -0.028211218 -0.025484772
## demo$career4 0.049625443 0.045345491 0.049625443 0.012251824 0.049625443
## demo$career5 0.016916560 0.021066060 0.016916560 0.039304329 0.016916560
## demo$career6 0.007003349 0.002880873 0.007003349 0.001074778 0.007003349
## demo$career7 -0.044337165 -0.045388714 -0.044337165 -0.029170491 -0.044337165
## demo$career8 -0.015305741 -0.010345448 -0.015305741 0.039425114 -0.015305741
## 289 290 291 292 293
## (Intercept) 0.109558444 0.109601088 0.114676823 0.107338479 0.112010226
## demo$career1 0.003435546 -0.001692174 0.023869848 0.017796795 0.019033047
## demo$career2 0.002132384 -0.001280437 -0.025286964 -0.019149841 -0.013146349
## demo$career3 -0.025384983 -0.018355110 -0.025484772 -0.021547229 -0.031775783
## demo$career4 0.013948996 0.019849152 0.049625443 0.036330374 0.044368248
## demo$career5 0.038209380 0.029670148 0.016916560 0.022688750 0.019729727
## demo$career6 -0.003545972 0.001346634 0.007003349 -0.003021743 0.004763941
## demo$career7 -0.035656241 -0.037320258 -0.044337165 -0.042052033 -0.044320943
## demo$career8 0.033088678 0.017434962 -0.015305741 0.001666391 -0.007980254
## 294 295 296 297 298
## (Intercept) 0.113014731 0.114676823 0.161489184 0.115420050 0.3872949026
## demo$career1 -0.001322072 0.023869848 -0.018846439 0.029676505 -0.0235250196
## demo$career2 0.006091446 -0.025286964 0.009226189 -0.023423872 0.0294781905
## demo$career3 -0.022080465 -0.025484772 -0.010727491 -0.032460010 0.0088915354
## demo$career4 0.012713020 0.049625443 0.003255812 0.045750437 -0.0324527387
## demo$career5 0.035441051 0.016916560 0.024661751 0.024311732 -0.0003180421
## demo$career6 0.001178375 0.007003349 -0.015455664 0.002815526 -0.0130903718
## demo$career7 -0.031969671 -0.044337165 -0.016546594 -0.043338073 0.0252302329
## demo$career8 0.029632391 -0.015305741 0.024565411 -0.002539210 0.0321585420
## 299 300 301 302 303
## (Intercept) 0.129750421 0.114676823 0.107125617 0.114676823 0.102757350
## demo$career1 0.000509214 0.023869848 0.023918701 0.023869848 0.017371269
## demo$career2 0.004974152 -0.025286964 -0.024922279 -0.025286964 -0.024605319
## demo$career3 -0.025665144 -0.025484772 -0.026767660 -0.025484772 -0.022888894
## demo$career4 0.011866616 0.049625443 0.045345491 0.049625443 0.038324949
## demo$career5 0.035452139 0.016916560 0.021066060 0.016916560 0.026581626
## demo$career6 -0.006915899 0.007003349 0.002880873 0.007003349 0.006054335
## demo$career7 -0.028867517 -0.044337165 -0.045388714 -0.044337165 -0.043964411
## demo$career8 0.036177545 -0.015305741 -0.010345448 -0.015305741 -0.008743219
## 304 305 306 307 308
## (Intercept) 0.104377668 0.184288835 0.104377668 0.130095225 0.101060409
## demo$career1 0.003532537 -0.022918881 0.003532537 -0.007466972 0.004755513
## demo$career2 -0.013876149 0.012088104 -0.013876149 0.012227847 -0.006895886
## demo$career3 -0.012990522 -0.006658095 -0.012990522 -0.019073011 -0.025183850
## demo$career4 0.020893339 -0.004429680 0.020893339 0.007782289 0.024580605
## demo$career5 0.031103033 0.021085784 0.031103033 0.031929435 0.032492585
## demo$career6 -0.000688947 -0.016577563 -0.000688947 -0.007196600 0.003016278
## demo$career7 -0.038446044 -0.009016494 -0.038446044 -0.021886314 -0.041931506
## demo$career8 0.014902250 0.027238831 0.014902250 0.031559237 0.010278499
## 309 310 311 312
## (Intercept) 0.107125617 0.274522978 0.104377668 0.243377178
## demo$career1 0.023918701 -0.017803567 0.003532537 -0.011215625
## demo$career2 -0.024922279 0.020320679 -0.013876149 0.027815358
## demo$career3 -0.026767660 -0.005425583 -0.012990522 -0.011618488
## demo$career4 0.045345491 -0.018784889 0.020893339 -0.011840359
## demo$career5 0.021066060 0.015480101 0.031103033 0.022190159
## demo$career6 0.002880873 -0.016353855 -0.000688947 -0.019043492
## demo$career7 -0.045388714 0.012443209 -0.038446044 0.006580409
## demo$career8 -0.010345448 0.042114697 0.014902250 0.047355633
##
## $f.perms
## [,1]
## [1,] 0.5187993
## [2,] 0.9563196
## [3,] 0.8643226
## [4,] 1.0523466
## [5,] 1.1377051
## [6,] 0.4984572
## [7,] 0.8188727
## [8,] 1.1824542
## [9,] 0.9377866
## [10,] 0.6282320
## [11,] 0.9597545
## [12,] 1.1450794
## [13,] 0.4033850
## [14,] 0.5159615
## [15,] 0.9274342
## [16,] 1.7742001
## [17,] 1.2163641
## [18,] 0.3384178
## [19,] 1.7492814
## [20,] 0.6125690
## [21,] 1.1080748
## [22,] 0.7779170
## [23,] 0.7959848
## [24,] 1.1466317
## [25,] 0.6197918
## [26,] 1.3985339
## [27,] 1.0210792
## [28,] 0.7123456
## [29,] 0.9874208
## [30,] 0.4067148
## [31,] 1.2288645
## [32,] 0.9580188
## [33,] 0.8304381
## [34,] 0.7230264
## [35,] 0.6227967
## [36,] 1.6178866
## [37,] 1.2294642
## [38,] 1.1220224
## [39,] 0.8828989
## [40,] 1.2601329
## [41,] 0.8235996
## [42,] 0.6875309
## [43,] 1.2262254
## [44,] 0.6757558
## [45,] 1.0306652
## [46,] 0.5512144
## [47,] 0.8938697
## [48,] 1.2002645
## [49,] 0.4738152
## [50,] 0.8814516
## [51,] 0.7984714
## [52,] 0.4336376
## [53,] 1.1810730
## [54,] 1.3137294
## [55,] 0.7210959
## [56,] 1.3003820
## [57,] 1.2829083
## [58,] 1.3122816
## [59,] 0.6501412
## [60,] 1.1518572
## [61,] 0.5519841
## [62,] 0.1541709
## [63,] 0.5221260
## [64,] 0.8268472
## [65,] 0.8990886
## [66,] 1.1933532
## [67,] 0.7726643
## [68,] 0.7716013
## [69,] 0.4550553
## [70,] 0.6751895
## [71,] 0.7621050
## [72,] 1.6373535
## [73,] 1.1518297
## [74,] 0.7355954
## [75,] 0.4657620
## [76,] 0.3942802
## [77,] 1.8463156
## [78,] 1.1558274
## [79,] 0.8853971
## [80,] 0.4126216
## [81,] 1.0143771
## [82,] 1.0274375
## [83,] 1.2665426
## [84,] 0.9817289
## [85,] 0.7097233
## [86,] 0.7855109
## [87,] 0.5201214
## [88,] 0.7221667
## [89,] 1.0664328
## [90,] 1.5208625
## [91,] 0.7871108
## [92,] 1.1284224
## [93,] 0.8832216
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## [953,] 0.8742004
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## [996,] 0.8373693
## [997,] 0.6649471
## [998,] 0.3456689
## [999,] 1.3889065
##
## $model.matrix
## (Intercept) demo$career1 demo$career2 demo$career3 demo$career4
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## 312 1 0 0 0 0
## demo$career5 demo$career6 demo$career7 demo$career8
## 1 1 0 0 0
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## 16 -1 -1 -1 -1
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## 298 0 0 0 0
## 299 1 0 0 0
## 300 1 0 0 0
## 301 1 0 0 0
## 302 0 0 0 0
## 303 0 0 0 0
## 304 0 0 0 0
## 305 0 0 0 0
## 306 1 0 0 0
## 307 1 0 0 0
## 308 1 0 0 0
## 309 1 0 0 0
## 310 1 0 0 0
## 311 0 1 0 0
## 312 1 0 0 0
##
## $terms
## im ~ demo$career
## attr(,"variables")
## list(im, demo$career)
## attr(,"factors")
## demo$career
## im 0
## demo$career 1
## attr(,"term.labels")
## [1] "demo$career"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"This shows that the differences in answers are not significant,
according to career goals.
Self-Determination
Now, Self-Determination:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$career 8 0.2123 0.026543 1.0862 0.02788 0.342
## Residuals 303 7.4045 0.024437 0.97212
## Total 311 7.6168 1.00000
##
## $call
## adonis(formula = sd ~ demo$career)
##
## $coefficients
## sd1 sd2 sd3 sd4 sd5
## (Intercept) 3.80138486 3.83276831 3.95108622 3.64691908 3.664096114
## demo$career1 0.22083736 0.21167613 0.16002489 0.17530314 0.247014997
## demo$career2 -0.18600024 -0.29430678 -0.10493238 -0.56999601 -0.202557653
## demo$career3 0.13194848 0.03389835 0.04891378 0.35308092 0.002570552
## demo$career4 -0.03089305 -0.02948963 -0.19698786 -0.10593548 -0.131309229
## demo$career5 0.04583736 0.02834280 -0.06219734 0.06141425 0.085903886
## demo$career6 -0.30138486 -0.33276831 -0.30108622 -0.49691908 -0.414096114
## demo$career7 0.05575800 -0.11848260 0.19177092 0.21022377 -0.092667543
## demo$career8 0.36528181 0.50056502 0.38224711 0.51974758 0.669237219
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.152359002 0.12227116 0.128746284 0.136046277 0.152359002
## demo$career1 -0.032299226 -0.02982350 -0.024798884 -0.020001137 -0.032299226
## demo$career2 0.037041757 0.03296770 0.026971046 0.011599251 0.037041757
## demo$career3 -0.023005630 -0.03169477 -0.031941830 -0.029099716 -0.023005630
## demo$career4 0.017288600 0.01616775 0.013158737 0.015860253 0.017288600
## demo$career5 0.005032719 0.01632357 0.023220252 0.025386555 0.005032719
## demo$career6 0.047427717 0.02325875 0.019214210 0.001648095 0.047427717
## demo$career7 -0.012882327 -0.02666249 -0.022415496 -0.027866792 -0.012882327
## demo$career8 -0.057199055 -0.01678555 -0.006548313 0.020590941 -0.057199055
## 6 7 8 9 10
## (Intercept) 0.118539002 0.1127727139 0.152359002 0.1837505318 0.455182934
## demo$career1 -0.022957041 -0.0240540100 -0.032299226 -0.0003204869 0.021841850
## demo$career2 0.002978580 0.0265905684 0.037041757 -0.0243837449 -0.021952195
## demo$career3 -0.021956553 -0.0270198407 -0.023005630 -0.0126672906 0.009112077
## demo$career4 0.006783347 0.0150534356 0.017288600 0.0049654728 -0.009239648
## demo$career5 0.032133232 0.0299560131 0.005032719 0.0295207991 0.001535717
## demo$career6 -0.006946431 0.0003031352 0.047427717 -0.0282593878 -0.026427571
## demo$career7 -0.018237669 -0.0334035411 -0.012882327 -0.0179107585 0.013563614
## demo$career8 0.028574406 0.0164163336 -0.057199055 0.0699074618 0.025055869
## 11 12 13 14 15
## (Intercept) 0.1873499051 0.114229024 0.11673691 0.103565617 0.152359002
## demo$career1 0.0003899041 -0.030821786 -0.03130730 -0.029931421 -0.032299226
## demo$career2 -0.0281839926 0.033013383 0.03408332 0.027984988 0.037041757
## demo$career3 0.0017040530 -0.030774950 -0.02723305 -0.030748379 -0.023005630
## demo$career4 0.0090857953 0.013877280 0.01295105 0.013662054 0.017288600
## demo$career5 0.0297642791 0.021576186 0.02105038 0.026585978 0.005032719
## demo$career6 -0.0284104853 0.015968559 0.01817243 0.008044032 0.047427717
## demo$career7 -0.0208298598 -0.028329025 -0.02448770 -0.027945715 -0.012882327
## demo$career8 0.0609317444 -0.004037103 -0.01024869 0.007768521 -0.057199055
## 16 17 18 19 20
## (Intercept) 0.103565617 0.103565617 0.147056466 0.13423187 0.118539002
## demo$career1 -0.029931421 -0.029931421 -0.011273929 -0.03108034 -0.022957041
## demo$career2 0.027984988 0.027984988 -0.014457578 0.03861952 0.002978580
## demo$career3 -0.030748379 -0.030748379 -0.025650409 -0.02824034 -0.021956553
## demo$career4 0.013662054 0.013662054 0.006141165 0.01541519 0.006783347
## demo$career5 0.026585978 0.026585978 0.030746006 0.01123793 0.032133232
## demo$career6 0.008044032 0.008044032 -0.014730206 0.03254200 -0.006946431
## demo$career7 -0.027945715 -0.027945715 -0.011206206 -0.02336114 -0.018237669
## demo$career8 0.007768521 0.007768521 0.049269343 -0.03340340 0.028574406
## 21 22 23 24 25
## (Intercept) 0.1284281175 0.213301196 0.346102060 0.11855571 0.103565617
## demo$career1 -0.0164986408 0.004405466 0.023463807 -0.02619300 -0.029931421
## demo$career2 0.0007952608 -0.028638715 -0.046092444 0.02534748 0.027984988
## demo$career3 -0.0176487218 -0.010919470 0.014660162 -0.03300349 -0.030748379
## demo$career4 0.0080329460 0.001129449 -0.005095631 0.01070198 0.013662054
## demo$career5 0.0357380140 0.022863416 0.006789527 0.02395805 0.026585978
## demo$career6 -0.0155067888 -0.035191822 -0.037125897 0.00844699 0.008044032
## demo$career7 -0.0236694386 -0.010990376 0.004719334 -0.02308677 -0.027945715
## demo$career8 0.0381953142 0.069900752 0.066278682 0.01490684 0.007768521
## 26 27 28 29 30
## (Intercept) 0.56192331 0.12227116 0.130932465 0.152359002 0.219822279
## demo$career1 0.02804052 -0.02982350 -0.025228920 -0.032299226 0.002287320
## demo$career2 -0.02592082 0.03296770 0.003481045 0.037041757 -0.029854759
## demo$career3 0.02321904 -0.03169477 -0.008334275 -0.023005630 -0.003779873
## demo$career4 -0.01835909 0.01616775 0.009291688 0.017288600 0.005982741
## demo$career5 -0.01287381 0.01632357 0.023910888 0.005032719 0.024364743
## demo$career6 -0.03249708 0.02325875 -0.002005750 0.047427717 -0.025275778
## demo$career7 0.01535923 -0.02666249 -0.013539295 -0.012882327 -0.017511460
## demo$career8 0.03392045 -0.01678555 0.016180944 -0.057199055 0.063379669
## 31 32 33 34 35
## (Intercept) 0.143830268 0.302254002 0.1345460236 0.10957635 0.121824075
## demo$career1 -0.031622502 0.021217541 -0.0187613548 -0.02334491 -0.023682733
## demo$career2 0.032658015 -0.050001085 -0.0004969839 0.02163898 0.008064547
## demo$career3 -0.022935400 0.012099903 -0.0239912834 -0.03395701 -0.014846083
## demo$career4 0.017194185 -0.002522172 0.0034350370 0.01179792 0.010124403
## demo$career5 0.009286415 0.007632624 0.0293789429 0.03216332 0.029872019
## demo$career6 0.040976150 -0.032804160 -0.0068734535 0.00352296 -0.010254819
## demo$career7 -0.012229662 0.001898273 -0.0127259747 -0.03020718 -0.021522742
## demo$career8 -0.047686274 0.073578612 0.0365819126 0.01925657 0.025665273
## 36 37 38 39 40
## (Intercept) 0.12036114 0.112273759 0.152359002 0.302254002 0.145655802
## demo$career1 -0.02915453 -0.030141971 -0.032299226 0.021217541 -0.032270619
## demo$career2 0.02804011 0.027975640 0.037041757 -0.050001085 0.037379125
## demo$career3 -0.02977220 -0.028806240 -0.023005630 0.012099903 -0.024771914
## demo$career4 0.01698029 0.014709887 0.017288600 -0.002522172 0.016419039
## demo$career5 0.01760354 0.022886807 0.005032719 0.007632624 0.008063639
## demo$career6 0.02289856 0.015600943 0.047427717 -0.032804160 0.041322333
## demo$career7 -0.01840327 -0.019880254 -0.012882327 0.001898273 -0.020134224
## demo$career8 -0.01841455 -0.005697452 -0.057199055 0.073578612 -0.046116675
## 41 42 43 44 45
## (Intercept) 0.152359002 0.145655802 0.13868480 0.13442085 0.152359002
## demo$career1 -0.032299226 -0.032270619 -0.03333861 -0.03221734 -0.032299226
## demo$career2 0.037041757 0.037379125 0.03758539 0.03174157 0.037041757
## demo$career3 -0.023005630 -0.024771914 -0.02380146 -0.02531347 -0.023005630
## demo$career4 0.017288600 0.016419039 0.01425219 0.01593392 0.017288600
## demo$career5 0.005032719 0.008063639 0.01291937 0.01467506 0.005032719
## demo$career6 0.047427717 0.041322333 0.03480844 0.03235302 0.047427717
## demo$career7 -0.012882327 -0.020134224 -0.02160289 -0.01720679 -0.012882327
## demo$career8 -0.057199055 -0.046116675 -0.03464010 -0.03029564 -0.057199055
## 46 47 48 49 50
## (Intercept) 0.158066375 0.145040873 0.302254002 0.137504353 0.12036114
## demo$career1 -0.003992931 -0.011957299 0.021217541 -0.017201484 -0.02915453
## demo$career2 -0.017287338 -0.002826599 -0.050001085 0.001616611 0.02804011
## demo$career3 -0.021091766 -0.019573969 0.012099903 -0.016082077 -0.02977220
## demo$career4 0.007416538 0.004605836 -0.002522172 0.009352409 0.01698029
## demo$career5 0.034379310 0.032936775 0.007632624 0.031623583 0.01760354
## demo$career6 -0.023963009 -0.015639016 -0.032804160 -0.006707637 0.02289856
## demo$career7 -0.016676046 -0.018119183 0.001898273 -0.015196784 -0.01840327
## demo$career8 0.059964779 0.046655308 0.073578612 0.022923592 -0.01841455
## 51 52 53 54 55
## (Intercept) 0.56192331 0.114632805 0.145040873 0.56192331 0.121824075
## demo$career1 0.02804052 -0.023438262 -0.011957299 0.02804052 -0.023682733
## demo$career2 -0.02592082 0.015939268 -0.002826599 -0.02592082 0.008064547
## demo$career3 0.02321904 -0.032599488 -0.019573969 0.02321904 -0.014846083
## demo$career4 -0.01835909 0.016442829 0.004605836 -0.01835909 0.010124403
## demo$career5 -0.01287381 0.027948615 0.032936775 -0.01287381 0.029872019
## demo$career6 -0.03249708 0.001132836 -0.015639016 -0.03249708 -0.010254819
## demo$career7 0.01535923 -0.027100367 -0.018119183 0.01535923 -0.021522742
## demo$career8 0.03392045 0.018829746 0.046655308 0.03392045 0.025665273
## 56 57 58 59 60
## (Intercept) 0.148407760 0.121563171 0.114229024 0.12483740 0.141186474
## demo$career1 -0.011276567 -0.024456331 -0.030821786 -0.03144796 -0.018837794
## demo$career2 -0.006368312 0.026637220 0.033013383 0.03389795 0.001305687
## demo$career3 -0.006107101 -0.025165652 -0.030774950 -0.02537616 -0.003642705
## demo$career4 0.008470259 0.016100783 0.013877280 0.01398092 0.010614326
## demo$career5 0.033163475 0.026108599 0.021576186 0.01754712 0.027280340
## demo$career6 -0.015780097 0.008248628 0.015968559 0.02529568 -0.010411925
## demo$career7 -0.020890832 -0.025013036 -0.028329025 -0.01666835 -0.018807844
## demo$career8 0.038237915 0.002410392 -0.004037103 -0.02297499 0.025436957
## 61 62 63 64 65
## (Intercept) 0.13423187 0.12996792 0.103565617 0.173193990 0.118539002
## demo$career1 -0.03108034 -0.02995907 -0.029931421 -0.007966718 -0.022957041
## demo$career2 0.03861952 0.03277570 0.027984988 -0.012906098 0.002978580
## demo$career3 -0.02824034 -0.02975236 -0.030748379 0.002483655 -0.021956553
## demo$career4 0.01541519 0.01709692 0.013662054 0.006163066 0.006783347
## demo$career5 0.01123793 0.01299362 0.026585978 0.028523745 0.032133232
## demo$career6 0.03254200 0.03008658 0.008044032 -0.019731301 -0.006946431
## demo$career7 -0.02336114 -0.01896504 -0.027945715 -0.022239463 -0.018237669
## demo$career8 -0.03340340 -0.02905894 0.007768521 0.047204588 0.028574406
## 66 67 68 69 70
## (Intercept) 0.1860307027 0.143830268 0.156443297 0.13243999 0.10957635
## demo$career1 0.0004644763 -0.031622502 -0.007041432 -0.03043240 -0.02334491
## demo$career2 -0.0211694103 0.032658015 0.004443970 0.02703347 0.02163898
## demo$career3 -0.0197093663 -0.022935400 -0.030775635 -0.02622509 -0.03395701
## demo$career4 0.0038372888 0.017194185 0.014927455 0.01797929 0.01179792
## demo$career5 0.0282266997 0.009286415 0.032996805 0.01422648 0.03216332
## demo$career6 -0.0305670664 0.040976150 -0.009613484 0.03211401 0.00352296
## demo$career7 -0.0099868478 -0.012229662 -0.029251045 -0.01522593 -0.03020718
## demo$career8 0.0596907830 -0.047686274 0.040303388 -0.03178036 0.01925657
## 71 72 73 74 75
## (Intercept) 0.141411958 0.103565617 0.112247498 0.121824075 0.152359002
## demo$career1 -0.031158944 -0.029931421 -0.029748533 -0.023682733 -0.032299226
## demo$career2 0.038278487 0.027984988 0.010002489 0.008064547 0.037041757
## demo$career3 -0.026384273 -0.030748379 -0.019051269 -0.014846083 -0.023005630
## demo$career4 0.016332657 0.013662054 0.008842339 0.010124403 0.017288600
## demo$career5 0.008080394 0.026585978 0.026464928 0.029872019 0.005032719
## demo$career6 0.038994073 0.008044032 -0.002041701 -0.010254819 0.047427717
## demo$career7 -0.015890380 -0.027945715 -0.016283808 -0.021522742 -0.012882327
## demo$career8 -0.045029397 0.007768521 0.016585424 0.025665273 -0.057199055
## 76 77 78 79 80
## (Intercept) 0.1284281175 0.114229024 0.50216569 0.140756068 0.103565617
## demo$career1 -0.0164986408 -0.030821786 0.02561466 -0.008943789 -0.029931421
## demo$career2 0.0007952608 0.033013383 -0.03317309 -0.013139696 0.027984988
## demo$career3 -0.0176487218 -0.030774950 0.02012425 -0.019111703 -0.030748379
## demo$career4 0.0080329460 0.013877280 -0.01413751 0.010873108 0.013662054
## demo$career5 0.0357380140 0.021576186 -0.01080844 0.037302511 0.026585978
## demo$career6 -0.0155067888 0.015968559 -0.02861629 -0.023631109 0.008044032
## demo$career7 -0.0236694386 -0.028329025 0.01153950 -0.022492387 -0.027945715
## demo$career8 0.0381953142 -0.004037103 0.04635917 0.050940112 0.007768521
## 81 82 83 84 85
## (Intercept) 0.152359002 0.152359002 0.308761078 0.130947990 0.127769799
## demo$career1 -0.032299226 -0.032299226 0.018865055 -0.009808842 -0.025881834
## demo$career2 0.037041757 0.037041757 -0.041123545 0.007073780 0.006797234
## demo$career3 -0.023005630 -0.023005630 0.011148383 -0.031994842 -0.021003951
## demo$career4 0.017288600 0.017288600 -0.002487709 0.016084635 0.005653123
## demo$career5 0.005032719 0.005032719 0.014252889 0.037316153 0.023698798
## demo$career6 0.047427717 0.047427717 -0.040662710 -0.012139215 -0.001873387
## demo$career7 -0.012882327 -0.012882327 -0.004608803 -0.035151253 -0.010901838
## demo$career8 -0.057199055 -0.057199055 0.067071537 0.040577403 0.024105515
## 86 87 88 89 90
## (Intercept) 0.11673691 0.302254002 0.402386873 0.12479942 0.125026280
## demo$career1 -0.03130730 0.021217541 0.019391240 -0.03030703 -0.019298484
## demo$career2 0.03408332 -0.050001085 -0.033606931 0.02709833 0.018773094
## demo$career3 -0.02723305 0.012099903 0.014282288 -0.02808547 -0.036314201
## demo$career4 0.01295105 -0.002522172 -0.008232323 0.01707199 0.008696726
## demo$career5 0.02105038 0.007632624 0.005310429 0.01758449 0.029554462
## demo$career6 0.01817243 -0.032804160 -0.039499918 0.02533366 0.003848675
## demo$career7 -0.02448770 0.001898273 -0.001376240 -0.02284155 -0.025250157
## demo$career8 -0.01024869 0.073578612 0.059818825 -0.01957471 0.026849033
## 91 92 93 94 95
## (Intercept) 0.103565617 0.103565617 0.12036114 0.103565617 0.197697242
## demo$career1 -0.029931421 -0.029931421 -0.02915453 -0.029931421 0.003097747
## demo$career2 0.027984988 0.027984988 0.02804011 0.027984988 -0.007991976
## demo$career3 -0.030748379 -0.030748379 -0.02977220 -0.030748379 -0.022333760
## demo$career4 0.013662054 0.013662054 0.01698029 0.013662054 0.009814381
## demo$career5 0.026585978 0.026585978 0.01760354 0.026585978 0.026806243
## demo$career6 0.008044032 0.008044032 0.02289856 0.008044032 -0.015738892
## demo$career7 -0.027945715 -0.027945715 -0.01840327 -0.027945715 -0.032537741
## demo$career8 0.007768521 0.007768521 -0.01841455 0.007768521 0.061337096
## 96 97 98 99 100
## (Intercept) 0.13236505 0.152359002 0.394245190 0.112247498 0.112157848
## demo$career1 -0.03042194 -0.032299226 0.024799237 -0.029748533 -0.028966402
## demo$career2 0.03379738 0.037041757 -0.042559265 0.010002489 0.028091552
## demo$career3 -0.02636179 -0.023005630 0.016363365 -0.019051269 -0.031727120
## demo$career4 0.01620859 0.017288600 -0.007198574 0.008842339 0.016019096
## demo$career5 0.01248864 0.005032719 -0.002620443 0.026464928 0.021106775
## demo$career6 0.03218895 0.047427717 -0.027786806 -0.002041701 0.015716854
## demo$career7 -0.01528314 -0.012882327 0.006765443 -0.016283808 -0.026257849
## demo$career8 -0.03500217 -0.057199055 0.056849397 0.016585424 -0.005581541
## 101 102 103 104 105
## (Intercept) 0.152359002 0.103565617 0.210041801 0.140756068 0.152359002
## demo$career1 -0.032299226 -0.029931421 0.004544992 -0.008943789 -0.032299226
## demo$career2 0.037041757 0.027984988 -0.030684361 -0.013139696 0.037041757
## demo$career3 -0.023005630 -0.030748379 -0.007660076 -0.019111703 -0.023005630
## demo$career4 0.017288600 0.013662054 0.003795250 0.010873108 0.017288600
## demo$career5 0.005032719 0.026585978 0.026119984 0.037302511 0.005032719
## demo$career6 0.047427717 0.008044032 -0.028330306 -0.023631109 0.047427717
## demo$career7 -0.012882327 -0.027945715 -0.018312992 -0.022492387 -0.012882327
## demo$career8 -0.057199055 0.007768521 0.073160147 0.050940112 -0.057199055
## 106 107 108 109 110
## (Intercept) 0.171788086 0.114229024 0.212052245 0.190378890 0.147056466
## demo$career1 -0.007952938 -0.030821786 0.003999750 -0.001040780 -0.011273929
## demo$career2 -0.021238577 0.033013383 -0.026996799 -0.025883898 -0.014457578
## demo$career3 -0.017683096 -0.030774950 -0.014608791 -0.006086837 -0.025650409
## demo$career4 0.003765693 0.013877280 0.004716543 0.007650832 0.006141165
## demo$career5 0.026029369 0.021576186 0.026078122 0.029719126 0.030746006
## demo$career6 -0.018646827 0.015968559 -0.021107866 -0.027963687 -0.014730206
## demo$career7 -0.012252596 -0.028329025 -0.009741425 -0.024539117 -0.011206206
## demo$career8 0.058580731 -0.004037103 0.062816369 0.063279104 0.049269343
## 111 112 113 114 115
## (Intercept) 0.103565617 0.141484932 0.103565617 0.121563171 0.10957635
## demo$career1 -0.029931421 -0.031170190 -0.029931421 -0.024456331 -0.02334491
## demo$career2 0.027984988 0.031658868 0.027984988 0.026637220 0.02163898
## demo$career3 -0.030748379 -0.026255023 -0.030748379 -0.025165652 -0.03395701
## demo$career4 0.013662054 0.018064685 0.013662054 0.016100783 0.01179792
## demo$career5 0.026585978 0.009781576 0.026585978 0.026108599 0.03216332
## demo$career6 0.008044032 0.038921099 0.008044032 0.008248628 0.00352296
## demo$career7 -0.027945715 -0.015836708 -0.027945715 -0.025013036 -0.03020718
## demo$career8 0.007768521 -0.041868716 0.007768521 0.002410392 0.01925657
## 116 117 118 119 120
## (Intercept) 0.196881122 0.10957635 0.141484932 0.1284281175 0.12238615
## demo$career1 -0.012883367 -0.02334491 -0.031170190 -0.0164986408 -0.03097404
## demo$career2 -0.005513051 0.02163898 0.031658868 0.0007952608 0.03285270
## demo$career3 -0.012714282 -0.03395701 -0.026255023 -0.0176487218 -0.02884074
## demo$career4 0.013523259 0.01179792 0.018064685 0.0080329460 0.01488781
## demo$career5 0.021346709 0.03216332 0.009781576 0.0357380140 0.01806230
## demo$career6 -0.008810407 0.00352296 0.038921099 -0.0155067888 0.02314376
## demo$career7 -0.018047456 -0.03020718 -0.015836708 -0.0236694386 -0.02042828
## demo$career8 0.018561292 0.01925657 -0.041868716 0.0381953142 -0.01690055
## 121 122 123 124 125
## (Intercept) 0.103565617 0.13681798 0.145655802 0.13888951 0.124274832
## demo$career1 -0.029931421 -0.03268020 -0.032270619 -0.02441323 -0.017188238
## demo$career2 0.027984988 0.03276325 0.037379125 0.02809505 0.014167399
## demo$career3 -0.030748379 -0.02192291 -0.024771914 -0.02937535 -0.028781802
## demo$career4 0.013662054 0.01504559 0.016419039 0.01455851 0.017943975
## demo$career5 0.026585978 0.01417009 0.008063639 0.01741937 0.031401463
## demo$career6 0.008044032 0.03445539 0.041322333 0.02856668 -0.006986622
## demo$career7 -0.027945715 -0.01352489 -0.020134224 -0.01711501 -0.032661974
## demo$career8 0.007768521 -0.03623887 -0.046116675 -0.02530270 0.027976421
## 126 127 128 129 130
## (Intercept) 0.130932465 0.246040639 0.158066375 0.141484932 0.152359002
## demo$career1 -0.025228920 0.008440062 -0.003992931 -0.031170190 -0.032299226
## demo$career2 0.003481045 -0.025874717 -0.017287338 0.031658868 0.037041757
## demo$career3 -0.008334275 -0.005276409 -0.021091766 -0.026255023 -0.023005630
## demo$career4 0.009291688 0.002251424 0.007416538 0.018064685 0.017288600
## demo$career5 0.023910888 0.024901617 0.034379310 0.009781576 0.005032719
## demo$career6 -0.002005750 -0.035411213 -0.023963009 0.038921099 0.047427717
## demo$career7 -0.013539295 -0.004089322 -0.016676046 -0.015836708 -0.012882327
## demo$career8 0.016180944 0.053795120 0.059964779 -0.041868716 -0.057199055
## 131 132 133 134 135
## (Intercept) 0.10957635 0.153824123 0.302254002 0.13643826 0.13434591
## demo$career1 -0.02334491 -0.020657176 0.021217541 -0.02393931 -0.03220687
## demo$career2 0.02163898 0.006370417 -0.050001085 0.02704980 0.03850547
## demo$career3 -0.03395701 -0.022590358 0.012099903 -0.03283994 -0.02545017
## demo$career4 0.01179792 0.005363943 -0.002522172 0.01546540 0.01416322
## demo$career5 0.03216332 0.020311663 0.007632624 0.01793455 0.01293723
## demo$career6 0.00352296 0.010147252 -0.032804160 0.02641476 0.03242796
## demo$career7 -0.03020718 -0.005653910 0.001898273 -0.02087494 -0.01726401
## demo$career8 0.01925657 0.008641709 0.073578612 -0.01922826 -0.03351745
## 136 137 138 139 140
## (Intercept) 0.152359002 0.152359002 0.103565617 0.130389081 0.141411958
## demo$career1 -0.032299226 -0.032299226 -0.029931421 -0.015839310 -0.031158944
## demo$career2 0.037041757 0.037041757 0.027984988 -0.010489712 0.038278487
## demo$career3 -0.023005630 -0.023005630 -0.030748379 -0.023549989 -0.026384273
## demo$career4 0.017288600 0.017288600 0.013662054 0.009516402 0.016332657
## demo$career5 0.005032719 0.005032719 0.026585978 0.033611988 0.008080394
## demo$career6 0.047427717 0.047427717 0.008044032 -0.014625941 0.038994073
## demo$career7 -0.012882327 -0.012882327 -0.027945715 -0.016972393 -0.015890380
## demo$career8 -0.057199055 -0.057199055 0.007768521 0.040738855 -0.045029397
## 141 142 143 144 145
## (Intercept) 0.140756068 1.604697e-01 0.13681798 0.164473954 0.208915403
## demo$career1 -0.008943789 -1.505516e-02 -0.03268020 -0.004683438 0.005478276
## demo$career2 -0.013139696 -3.657499e-03 0.03276325 -0.018732138 -0.029381128
## demo$career3 -0.019111703 -2.285177e-02 -0.02192291 -0.014713422 -0.006533677
## demo$career4 0.010873108 7.482742e-06 0.01504559 0.010020754 0.006206362
## demo$career5 0.037302511 2.363150e-02 0.01417009 0.034566199 0.026120019
## demo$career6 -0.023631109 -1.264071e-02 0.03445539 -0.023679173 -0.021573146
## demo$career7 -0.022492387 -6.437596e-03 -0.01352489 -0.023083626 -0.005874789
## demo$career8 0.050940112 3.585614e-02 -0.03623887 0.053557200 0.060397656
## 146 147 148 149 150
## (Intercept) 0.120453545 0.103565617 0.302254002 0.445078826 0.2198069606
## demo$career1 -0.024454061 -0.029931421 0.021217541 0.025291175 -0.0015528702
## demo$career2 0.026965973 0.027984988 -0.050001085 -0.037273641 0.0003800097
## demo$career3 -0.033954769 -0.030748379 0.012099903 0.019216185 -0.0246728888
## demo$career4 0.012072863 0.013662054 -0.002522172 -0.010568682 0.0095249115
## demo$career5 0.026921671 0.026585978 0.007632624 -0.006467358 0.0143275495
## demo$career6 0.011759797 0.008044032 -0.032804160 -0.027272426 -0.0094045815
## demo$career7 -0.030547929 -0.027945715 0.001898273 0.010062280 -0.0154988968
## demo$career8 0.006877774 0.007768521 0.073578612 0.047064739 0.0366672133
## 151 152 153 154 155
## (Intercept) 0.125379312 0.152359002 0.127519875 0.148407760 0.128746284
## demo$career1 -0.024551338 -0.032299226 -0.023427624 -0.011276567 -0.024798884
## demo$career2 0.021429705 0.037041757 0.003695458 -0.006368312 0.026971046
## demo$career3 -0.032614457 -0.023005630 -0.020263559 -0.006107101 -0.031941830
## demo$career4 0.016593723 0.017288600 0.008089038 0.008470259 0.013158737
## demo$career5 0.022812897 0.005032719 0.028179210 0.033163475 0.023220252
## demo$career6 0.009430226 0.047427717 0.001399068 -0.015780097 0.019214210
## demo$career7 -0.027537188 -0.012882327 -0.010101450 -0.020890832 -0.022415496
## demo$career8 0.006456511 -0.057199055 0.013925097 0.038237915 -0.006548313
## 156 157 158 159 160
## (Intercept) 0.152359002 0.152359002 0.152359002 0.10957635 0.133767955
## demo$career1 -0.032299226 -0.032299226 -0.032299226 -0.02334491 -0.016582344
## demo$career2 0.037041757 0.037041757 0.037041757 0.02163898 -0.005261808
## demo$career3 -0.023005630 -0.023005630 -0.023005630 -0.03395701 -0.016257504
## demo$career4 0.017288600 0.017288600 0.017288600 0.01179792 0.012947610
## demo$career5 0.005032719 0.005032719 0.005032719 0.03216332 0.031294234
## demo$career6 0.047427717 0.047427717 0.047427717 0.00352296 -0.018027836
## demo$career7 -0.012882327 -0.012882327 -0.012882327 -0.03020718 -0.020351267
## demo$career8 -0.057199055 -0.057199055 -0.057199055 0.01925657 0.037757438
## 161 162 163 164 165
## (Intercept) 0.112247498 0.103565617 0.13442085 0.1345460236 0.152359002
## demo$career1 -0.029748533 -0.029931421 -0.03221734 -0.0187613548 -0.032299226
## demo$career2 0.010002489 0.027984988 0.03174157 -0.0004969839 0.037041757
## demo$career3 -0.019051269 -0.030748379 -0.02531347 -0.0239912834 -0.023005630
## demo$career4 0.008842339 0.013662054 0.01593392 0.0034350370 0.017288600
## demo$career5 0.026464928 0.026585978 0.01467506 0.0293789429 0.005032719
## demo$career6 -0.002041701 0.008044032 0.03235302 -0.0068734535 0.047427717
## demo$career7 -0.016283808 -0.027945715 -0.01720679 -0.0127259747 -0.012882327
## demo$career8 0.016585424 0.007768521 -0.03029564 0.0365819126 -0.057199055
## 166 167 168 169 170
## (Intercept) 0.12238615 0.12227116 0.112157848 0.141484932 0.112273759
## demo$career1 -0.03097404 -0.02982350 -0.028966402 -0.031170190 -0.030141971
## demo$career2 0.03285270 0.03296770 0.028091552 0.031658868 0.027975640
## demo$career3 -0.02884074 -0.03169477 -0.031727120 -0.026255023 -0.028806240
## demo$career4 0.01488781 0.01616775 0.016019096 0.018064685 0.014709887
## demo$career5 0.01806230 0.01632357 0.021106775 0.009781576 0.022886807
## demo$career6 0.02314376 0.02325875 0.015716854 0.038921099 0.015600943
## demo$career7 -0.02042828 -0.02666249 -0.026257849 -0.015836708 -0.019880254
## demo$career8 -0.01690055 -0.01678555 -0.005581541 -0.041868716 -0.005697452
## 171 172 173 174 175
## (Intercept) 0.1345460236 0.2069049586 0.179861106 0.112247498 0.302254002
## demo$career1 -0.0187613548 0.0060235185 0.002021724 -0.029748533 0.021217541
## demo$career2 -0.0004969839 -0.0330686894 -0.025457098 0.010002489 -0.050001085
## demo$career3 -0.0239912834 0.0004150381 -0.008777865 -0.019051269 0.012099903
## demo$career4 0.0034350370 0.0052850687 0.007840956 0.008842339 -0.002522172
## demo$career5 0.0293789429 0.0261618808 0.031409931 0.026464928 0.007632624
## demo$career6 -0.0068734535 -0.0287955854 -0.024397470 -0.002041701 -0.032804160
## demo$career7 -0.0127259747 -0.0144463558 -0.013341061 -0.016283808 0.001898273
## demo$career8 0.0365819126 0.0707414335 0.060484035 0.016585424 0.073578612
## 176 177 178 179 180
## (Intercept) 0.178195665 0.302254002 0.302254002 0.147633841 0.103565617
## demo$career1 -0.008643445 0.021217541 0.021217541 -0.005060088 -0.029931421
## demo$career2 -0.022683378 -0.050001085 -0.050001085 0.003638041 0.027984988
## demo$career3 -0.011304752 0.012099903 0.012099903 -0.034355489 -0.030748379
## demo$career4 0.006369909 -0.002522172 -0.002522172 0.012903878 0.013662054
## demo$career5 0.026216259 0.007632624 0.007632624 0.034566841 0.026585978
## demo$career6 -0.018362992 -0.032804160 -0.032804160 -0.012165808 0.008044032
## demo$career7 -0.018660175 0.001898273 0.001898273 -0.029965398 -0.027945715
## demo$career8 0.052173151 0.073578612 0.073578612 0.049112844 0.007768521
## 181 182 183 184 185
## (Intercept) 0.141411958 0.11855571 0.143830268 0.208384951 0.145655802
## demo$career1 -0.031158944 -0.02619300 -0.031622502 -0.006149504 -0.032270619
## demo$career2 0.038278487 0.02534748 0.032658015 -0.018048059 0.037379125
## demo$career3 -0.026384273 -0.03300349 -0.022935400 -0.002335836 -0.024771914
## demo$career4 0.016332657 0.01070198 0.017194185 -0.002498059 0.016419039
## demo$career5 0.008080394 0.02395805 0.009286415 0.015175880 0.008063639
## demo$career6 0.038994073 0.00844699 0.040976150 -0.016722875 0.041322333
## demo$career7 -0.015890380 -0.02308677 -0.012229662 -0.003703835 -0.020134224
## demo$career8 -0.045029397 0.01490684 -0.047686274 0.044798659 -0.046116675
## 186 187 188 189 190
## (Intercept) 0.145040873 0.12927569 0.2759283722 0.143830268 0.152359002
## demo$career1 -0.011957299 -0.03260046 0.0139955692 -0.031622502 -0.032299226
## demo$career2 -0.002826599 0.03295617 -0.0324966405 0.032658015 0.037041757
## demo$career3 -0.019573969 -0.02368942 0.0004412682 -0.022935400 -0.023005630
## demo$career4 0.004605836 0.01407263 0.0008336361 0.017194185 0.017288600
## demo$career5 0.032936775 0.01752807 0.0209133587 0.009286415 0.005032719
## demo$career6 -0.015639016 0.02773078 -0.0355535032 0.040976150 0.047427717
## demo$career7 -0.018119183 -0.02110663 -0.0038589709 -0.012229662 -0.012882327
## demo$career8 0.046655308 -0.02413515 0.0561032935 -0.047686274 -0.057199055
## 191 192 193 194 195
## (Intercept) 0.141186474 0.103565617 0.152359002 0.141411958 0.103565617
## demo$career1 -0.018837794 -0.029931421 -0.032299226 -0.031158944 -0.029931421
## demo$career2 0.001305687 0.027984988 0.037041757 0.038278487 0.027984988
## demo$career3 -0.003642705 -0.030748379 -0.023005630 -0.026384273 -0.030748379
## demo$career4 0.010614326 0.013662054 0.017288600 0.016332657 0.013662054
## demo$career5 0.027280340 0.026585978 0.005032719 0.008080394 0.026585978
## demo$career6 -0.010411925 0.008044032 0.047427717 0.038994073 0.008044032
## demo$career7 -0.018807844 -0.027945715 -0.012882327 -0.015890380 -0.027945715
## demo$career8 0.025436957 0.007768521 -0.057199055 -0.045029397 0.007768521
## 196 197 198 199 200
## (Intercept) 0.12036114 0.12996792 0.236711246 0.1127727139 0.152359002
## demo$career1 -0.02915453 -0.02995907 0.010738083 -0.0240540100 -0.032299226
## demo$career2 0.02804011 0.03277570 -0.036025844 0.0265905684 0.037041757
## demo$career3 -0.02977220 -0.02975236 -0.001075222 -0.0270198407 -0.023005630
## demo$career4 0.01698029 0.01709692 0.005017401 0.0150534356 0.017288600
## demo$career5 0.01760354 0.01299362 0.022357990 0.0299560131 0.005032719
## demo$career6 0.02289856 0.03008658 -0.021203033 0.0003031352 0.047427717
## demo$career7 -0.01840327 -0.01896504 -0.005748941 -0.0334035411 -0.012882327
## demo$career8 -0.01841455 -0.02905894 0.063124512 0.0164163336 -0.057199055
## 201 202 203 204 205
## (Intercept) 0.103565617 0.152359002 0.12036114 0.13243999 0.158066375
## demo$career1 -0.029931421 -0.032299226 -0.02915453 -0.03043240 -0.003992931
## demo$career2 0.027984988 0.037041757 0.02804011 0.02703347 -0.017287338
## demo$career3 -0.030748379 -0.023005630 -0.02977220 -0.02622509 -0.021091766
## demo$career4 0.013662054 0.017288600 0.01698029 0.01797929 0.007416538
## demo$career5 0.026585978 0.005032719 0.01760354 0.01422648 0.034379310
## demo$career6 0.008044032 0.047427717 0.02289856 0.03211401 -0.023963009
## demo$career7 -0.027945715 -0.012882327 -0.01840327 -0.01522593 -0.016676046
## demo$career8 0.007768521 -0.057199055 -0.01841455 -0.03178036 0.059964779
## 206 207 208 209 210
## (Intercept) 0.56192331 0.121824075 0.14806534 0.112157848 0.112247498
## demo$career1 0.02804052 -0.023682733 -0.02532861 -0.028966402 -0.029748533
## demo$career2 -0.02592082 0.008064547 0.03282117 0.028091552 0.010002489
## demo$career3 0.02321904 -0.014846083 -0.02936444 -0.031727120 -0.019051269
## demo$career4 -0.01835909 0.010124403 0.01472830 0.016019096 0.008842339
## demo$career5 -0.01287381 0.029872019 0.01281707 0.021106775 0.026464928
## demo$career6 -0.03249708 -0.010254819 0.03561309 0.015716854 -0.002041701
## demo$career7 0.01535923 -0.021522742 -0.01769440 -0.026257849 -0.016283808
## demo$career8 0.03392045 0.025665273 -0.03578124 -0.005581541 0.016585424
## 211 212 213 214 215
## (Intercept) 0.103565617 0.114632805 0.12238615 0.152359002 0.118539002
## demo$career1 -0.029931421 -0.023438262 -0.03097404 -0.032299226 -0.022957041
## demo$career2 0.027984988 0.015939268 0.03285270 0.037041757 0.002978580
## demo$career3 -0.030748379 -0.032599488 -0.02884074 -0.023005630 -0.021956553
## demo$career4 0.013662054 0.016442829 0.01488781 0.017288600 0.006783347
## demo$career5 0.026585978 0.027948615 0.01806230 0.005032719 0.032133232
## demo$career6 0.008044032 0.001132836 0.02314376 0.047427717 -0.006946431
## demo$career7 -0.027945715 -0.027100367 -0.02042828 -0.012882327 -0.018237669
## demo$career8 0.007768521 0.018829746 -0.01690055 -0.057199055 0.028574406
## 216 217 218 219 220
## (Intercept) 0.502128444 0.11855571 0.103565617 0.13113825 0.12996792
## demo$career1 0.025651898 -0.02619300 -0.029931421 -0.02410883 -0.02995907
## demo$career2 -0.033135852 0.02534748 0.027984988 0.02815689 0.03277570
## demo$career3 0.020161490 -0.03300349 -0.030748379 -0.03132081 -0.02975236
## demo$career4 -0.013893632 0.01070198 0.013662054 0.01354171 0.01709692
## demo$career5 -0.006650322 0.02395805 0.026585978 0.02091441 0.01299362
## demo$career6 -0.033241745 0.00844699 0.008044032 0.02153399 0.03008658
## demo$career7 0.011576742 -0.02308677 -0.027945715 -0.02495177 -0.01896504
## demo$career8 0.046396417 0.01490684 0.007768521 -0.01264399 -0.02905894
## 221 222 223 224 225
## (Intercept) 0.147056466 0.152359002 0.152359002 0.444079870 0.237665781
## demo$career1 -0.011273929 -0.032299226 -0.032299226 0.026290130 0.009724759
## demo$career2 -0.014457578 0.037041757 0.037041757 -0.036274686 -0.037403033
## demo$career3 -0.025650409 -0.023005630 -0.023005630 0.020215141 0.003098449
## demo$career4 0.006141165 0.017288600 0.017288600 -0.011651434 0.003440756
## demo$career5 0.030746006 0.005032719 0.005032719 -0.001231782 0.020345832
## demo$career6 -0.014730206 0.047427717 0.047427717 -0.037418981 -0.025861271
## demo$career7 -0.011206206 -0.012882327 -0.012882327 0.011061236 -0.006703475
## demo$career8 0.049269343 -0.057199055 -0.057199055 0.048063694 0.070941908
## 226 227 228 229 230
## (Intercept) 0.10957635 0.13243999 0.12472241 0.13243999 0.12996792
## demo$career1 -0.02334491 -0.03043240 -0.03029742 -0.03043240 -0.02995907
## demo$career2 0.02163898 0.02703347 0.03401295 0.02703347 0.03277570
## demo$career3 -0.03395701 -0.02622509 -0.02823019 -0.02622509 -0.02975236
## demo$career4 0.01179792 0.01797929 0.01526087 0.01797929 0.01709692
## demo$career5 0.03216332 0.01422648 0.01580839 0.01422648 0.01299362
## demo$career6 0.00352296 0.03211401 0.02541067 0.03211401 0.03008658
## demo$career7 -0.03020718 -0.01522593 -0.02290256 -0.01522593 -0.01896504
## demo$career8 0.01925657 -0.03178036 -0.02285999 -0.03178036 -0.02905894
## 231 232 233 234 235
## (Intercept) 0.267200302 0.13423187 0.175267328 0.126214582 0.302254002
## demo$career1 0.015336582 -0.03108034 -0.007257606 -0.025652571 0.021217541
## demo$career2 -0.044574431 0.03861952 -0.024904993 0.025648813 -0.050001085
## demo$career3 0.009169339 -0.02824034 -0.003778713 -0.023397384 0.012099903
## demo$career4 0.002044070 0.01541519 0.007753946 0.016198482 -0.002522172
## demo$career5 0.016072235 0.01123793 0.026264158 0.026086869 0.007632624
## demo$career6 -0.025547363 0.03254200 -0.018792736 0.010800847 -0.032804160
## demo$career7 -0.006559472 -0.02336114 -0.015096211 -0.029664447 0.001898273
## demo$career8 0.074090623 -0.03340340 0.049893155 0.001168072 0.073578612
## 236 237 238 239 240
## (Intercept) 0.103565617 0.103565617 0.137924898 0.118539002 0.137807600
## demo$career1 -0.029931421 -0.029931421 -0.019504388 -0.022957041 -0.018094761
## demo$career2 0.027984988 0.027984988 0.004730920 0.002978580 -0.003922217
## demo$career3 -0.030748379 -0.030748379 -0.016698798 -0.021956553 -0.010935190
## demo$career4 0.013662054 0.013662054 0.006866245 0.006783347 0.007183118
## demo$career5 0.026585978 0.026585978 0.027061189 0.032133232 0.029598094
## demo$career6 0.008044032 0.008044032 -0.010275348 -0.006946431 -0.007010030
## demo$career7 -0.027945715 -0.027945715 -0.016104849 -0.018237669 -0.015428970
## demo$career8 0.007768521 0.007768521 0.033600495 0.028574406 0.028418375
## 241 242 243 244 245
## (Intercept) 0.103565617 0.141302951 0.12927569 0.152359002 0.302254002
## demo$career1 -0.029931421 -0.020190330 -0.03260046 -0.032299226 0.021217541
## demo$career2 0.027984988 -0.002892682 0.03295617 0.037041757 -0.050001085
## demo$career3 -0.030748379 -0.014430542 -0.02368942 -0.023005630 0.012099903
## demo$career4 0.013662054 0.004614991 0.01407263 0.017288600 -0.002522172
## demo$career5 0.026585978 0.027906688 0.01752807 0.005032719 0.007632624
## demo$career6 0.008044032 -0.010485136 0.02773078 0.047427717 -0.032804160
## demo$career7 -0.027945715 -0.019482903 -0.02110663 -0.012882327 0.001898273
## demo$career8 0.007768521 0.036769429 -0.02413515 -0.057199055 0.073578612
## 246 247 248 249 250
## (Intercept) 0.1837505318 0.112247498 0.12996792 0.103565617 0.152359002
## demo$career1 -0.0003204869 -0.029748533 -0.02995907 -0.029931421 -0.032299226
## demo$career2 -0.0243837449 0.010002489 0.03277570 0.027984988 0.037041757
## demo$career3 -0.0126672906 -0.019051269 -0.02975236 -0.030748379 -0.023005630
## demo$career4 0.0049654728 0.008842339 0.01709692 0.013662054 0.017288600
## demo$career5 0.0295207991 0.026464928 0.01299362 0.026585978 0.005032719
## demo$career6 -0.0282593878 -0.002041701 0.03008658 0.008044032 0.047427717
## demo$career7 -0.0179107585 -0.016283808 -0.01896504 -0.027945715 -0.012882327
## demo$career8 0.0699074618 0.016585424 -0.02905894 0.007768521 -0.057199055
## 251 252 253 254 255
## (Intercept) 0.112247498 0.132726979 0.171623388 0.112157848 0.10957635
## demo$career1 -0.029748533 -0.018945956 -0.006479498 -0.028966402 -0.02334491
## demo$career2 0.010002489 0.026680002 -0.016760789 0.028091552 0.02163898
## demo$career3 -0.019051269 -0.026592866 -0.006249448 -0.031727120 -0.03395701
## demo$career4 0.008842339 0.012456812 0.010157647 0.016019096 0.01179792
## demo$career5 0.026464928 0.029745326 0.025407947 0.021106775 0.03216332
## demo$career6 -0.002041701 0.006442968 -0.018528726 0.015716854 0.00352296
## demo$career7 -0.016283808 -0.032061274 -0.011452271 -0.026257849 -0.03020718
## demo$career8 0.016585424 0.008977330 0.046407766 -0.005581541 0.01925657
## 256 257 258 259 260
## (Intercept) 0.130947990 0.112273759 0.114229024 0.12491442 0.12927569
## demo$career1 -0.009808842 -0.030141971 -0.030821786 -0.03145757 -0.03260046
## demo$career2 0.007073780 0.027975640 0.033013383 0.02698333 0.03295617
## demo$career3 -0.031994842 -0.028806240 -0.030774950 -0.02523144 -0.02368942
## demo$career4 0.016084635 0.014709887 0.013877280 0.01579205 0.01407263
## demo$career5 0.037316153 0.022886807 0.021576186 0.01932322 0.01752807
## demo$career6 -0.012139215 0.015600943 0.015968559 0.02521867 0.02773078
## demo$career7 -0.035151253 -0.019880254 -0.028329025 -0.01660734 -0.02110663
## demo$career8 0.040577403 -0.005697452 -0.004037103 -0.01968970 -0.02413515
## 261 262 263 264 265
## (Intercept) 0.103565617 0.140756068 0.1284281175 0.56192331 0.56192331
## demo$career1 -0.029931421 -0.008943789 -0.0164986408 0.02804052 0.02804052
## demo$career2 0.027984988 -0.013139696 0.0007952608 -0.02592082 -0.02592082
## demo$career3 -0.030748379 -0.019111703 -0.0176487218 0.02321904 0.02321904
## demo$career4 0.013662054 0.010873108 0.0080329460 -0.01835909 -0.01835909
## demo$career5 0.026585978 0.037302511 0.0357380140 -0.01287381 -0.01287381
## demo$career6 0.008044032 -0.023631109 -0.0155067888 -0.03249708 -0.03249708
## demo$career7 -0.027945715 -0.022492387 -0.0236694386 0.01535923 0.01535923
## demo$career8 0.007768521 0.050940112 0.0381953142 0.03392045 0.03392045
## 266 267 268 269 270
## (Intercept) 0.152359002 0.158066375 0.13236505 0.179688150 0.103565617
## demo$career1 -0.032299226 -0.003992931 -0.03042194 -0.010368456 -0.029931421
## demo$career2 0.037041757 -0.017287338 0.03379738 -0.014250304 0.027984988
## demo$career3 -0.023005630 -0.021091766 -0.02636179 -0.004263749 -0.030748379
## demo$career4 0.017288600 0.007416538 0.01620859 0.001289011 0.013662054
## demo$career5 0.005032719 0.034379310 0.01248864 0.021757101 0.026585978
## demo$career6 0.047427717 -0.023963009 0.03218895 -0.010545650 0.008044032
## demo$career7 -0.012882327 -0.016676046 -0.01528314 -0.010588462 -0.027945715
## demo$career8 -0.057199055 0.059964779 -0.03500217 0.045472333 0.007768521
## 271 272 273 274 275
## (Intercept) 0.103565617 0.103565617 0.144421552 0.13428679 0.137807600
## demo$career1 -0.029931421 -0.029931421 -0.019328264 -0.02596240 -0.018094761
## demo$career2 0.027984988 0.027984988 0.012199327 0.03274418 -0.003922217
## demo$career3 -0.030748379 -0.030748379 -0.030242651 -0.02178557 -0.010935190
## demo$career4 0.013662054 0.013662054 0.018288635 0.01532942 0.007183118
## demo$career5 0.026585978 0.026585978 0.019739160 0.02058774 0.029598094
## demo$career6 0.008044032 0.008044032 0.009859750 0.01836202 -0.007010030
## demo$career7 -0.027945715 -0.027945715 -0.026137326 -0.02160680 -0.015428970
## demo$career8 0.007768521 0.007768521 0.006282679 -0.01547160 0.028418375
## 276 277 278 279 280
## (Intercept) 0.125379312 0.103565617 0.12674742 0.112157848 0.302254002
## demo$career1 -0.024551338 -0.029931421 -0.03211693 -0.028966402 0.021217541
## demo$career2 0.021429705 0.027984988 0.03882554 0.028091552 -0.050001085
## demo$career3 -0.032614457 -0.030748379 -0.02729872 -0.031727120 0.012099903
## demo$career4 0.016593723 0.013662054 0.01316838 0.016019096 -0.002522172
## demo$career5 0.022812897 0.026585978 0.01626715 0.021106775 0.007632624
## demo$career6 0.009430226 0.008044032 0.02565587 0.015716854 -0.032804160
## demo$career7 -0.027537188 -0.027945715 -0.02492757 -0.026257849 0.001898273
## demo$career8 0.006456511 0.007768521 -0.02134599 -0.005581541 0.073578612
## 281 282 283 284 285
## (Intercept) 0.103565617 0.12996792 0.158066375 0.12667511 0.152359002
## demo$career1 -0.029931421 -0.02995907 -0.003992931 -0.02294350 -0.032299226
## demo$career2 0.027984988 0.03277570 -0.017287338 0.02204922 0.037041757
## demo$career3 -0.030748379 -0.02975236 -0.021091766 -0.03289400 -0.023005630
## demo$career4 0.013662054 0.01709692 0.007416538 0.01530055 0.017288600
## demo$career5 0.026585978 0.01299362 0.034379310 0.02275084 0.005032719
## demo$career6 0.008044032 0.03008658 -0.023963009 0.01896251 0.047427717
## demo$career7 -0.027945715 -0.01896504 -0.016676046 -0.02034432 -0.012882327
## demo$career8 0.007768521 -0.02905894 0.059964779 -0.00809275 -0.057199055
## 286 287 288 289 290
## (Intercept) 1.604697e-01 0.137924898 0.114229024 0.139885861 0.173615178
## demo$career1 -1.505516e-02 -0.019504388 -0.030821786 -0.018845058 -0.017465746
## demo$career2 -3.657499e-03 0.004730920 0.033013383 -0.006554053 -0.003139035
## demo$career3 -2.285177e-02 -0.016698798 -0.030774950 -0.022600065 -0.008439737
## demo$career4 7.482742e-06 0.006866245 0.013877280 0.008349701 0.002666314
## demo$career5 2.363150e-02 0.027061189 0.021576186 0.024935163 0.014924578
## demo$career6 -1.264071e-02 -0.010275348 0.015968559 -0.009394500 -0.007381650
## demo$career7 -6.437596e-03 -0.016104849 -0.028329025 -0.009407804 -0.001401281
## demo$career8 3.585614e-02 0.033600495 -0.004037103 0.036144036 0.022710632
## 291 292 293 294 295
## (Intercept) 0.152359002 0.12036114 0.152359002 0.121824075 0.103565617
## demo$career1 -0.032299226 -0.02915453 -0.032299226 -0.023682733 -0.029931421
## demo$career2 0.037041757 0.02804011 0.037041757 0.008064547 0.027984988
## demo$career3 -0.023005630 -0.02977220 -0.023005630 -0.014846083 -0.030748379
## demo$career4 0.017288600 0.01698029 0.017288600 0.010124403 0.013662054
## demo$career5 0.005032719 0.01760354 0.005032719 0.029872019 0.026585978
## demo$career6 0.047427717 0.02289856 0.047427717 -0.010254819 0.008044032
## demo$career7 -0.012882327 -0.01840327 -0.012882327 -0.021522742 -0.027945715
## demo$career8 -0.057199055 -0.01841455 -0.057199055 0.025665273 0.007768521
## 296 297 298 299 300
## (Intercept) 0.156975609 0.145655802 3.933026e-01 0.158186376 0.152359002
## demo$career1 -0.026566593 -0.032270619 2.388997e-02 -0.014367881 -0.032299226
## demo$career2 0.026803739 0.037379125 -4.161668e-02 -0.002308135 0.037041757
## demo$career3 -0.026427290 -0.024771914 1.730595e-02 -0.005161938 -0.023005630
## demo$career4 0.019002866 0.016419039 -8.373479e-03 0.007264667 0.017288600
## demo$career5 0.008978582 0.008063639 5.824873e-05 0.024229854 0.005032719
## demo$career6 0.035828726 0.041322333 -3.309423e-02 -0.010379956 0.047427717
## demo$career7 -0.019278658 -0.020134224 7.708024e-03 -0.013082868 -0.012882327
## demo$career8 -0.037308607 -0.046116675 5.779198e-02 0.033509804 -0.057199055
## 301 302 303 304 305
## (Intercept) 0.152359002 0.163036167 0.114632805 0.13643826 0.1358217924
## demo$career1 -0.032299226 -0.015028229 -0.023438262 -0.02393931 -0.0226266154
## demo$career2 0.037041757 -0.011790793 0.015939268 0.02704980 0.0044420906
## demo$career3 -0.023005630 -0.018517020 -0.032599488 -0.03283994 -0.0215957658
## demo$career4 0.017288600 0.007463363 0.016442829 0.01546540 0.0106583826
## demo$career5 0.005032719 0.021988873 0.027948615 0.01793455 0.0225702029
## demo$career6 0.047427717 -0.009057191 0.001132836 0.02641476 0.0094259850
## demo$career7 -0.012882327 -0.009599326 -0.027100367 -0.02087494 -0.0088605746
## demo$career8 -0.057199055 0.038340148 0.018829746 -0.01922826 0.0001155204
## 306 307 308 309 310
## (Intercept) 0.12036114 0.12238615 0.346171833 0.1963303471 0.2697168841
## demo$career1 -0.02915453 -0.03097404 0.023394033 -0.0013030410 0.0162388032
## demo$career2 0.02804011 0.03285270 -0.046162217 -0.0263408495 -0.0409371671
## demo$career3 -0.02977220 -0.02884074 0.014590388 -0.0123079255 0.0013194230
## demo$career4 0.01698029 0.01488781 -0.005310053 0.0029326117 0.0008154106
## demo$career5 0.01760354 0.01806230 0.003349656 0.0214794166 0.0146581630
## demo$career6 0.02289856 0.02314376 -0.033052961 -0.0212288672 -0.0281026546
## demo$career7 -0.01840327 -0.02042828 0.004649560 -0.0008658207 0.0023525171
## demo$career8 -0.01841455 -0.01690055 0.066208909 0.0489167553 0.0623147816
## 311 312
## (Intercept) 0.124274832 0.118539002
## demo$career1 -0.017188238 -0.022957041
## demo$career2 0.014167399 0.002978580
## demo$career3 -0.028781802 -0.021956553
## demo$career4 0.017943975 0.006783347
## demo$career5 0.031401463 0.032133232
## demo$career6 -0.006986622 -0.006946431
## demo$career7 -0.032661974 -0.018237669
## demo$career8 0.027976421 0.028574406
##
## $f.perms
## [,1]
## [1,] 0.5474702
## [2,] 0.9698570
## [3,] 0.8038199
## [4,] 2.3782026
## [5,] 1.6920482
## [6,] 0.9120522
## [7,] 1.1745695
## [8,] 1.5515005
## [9,] 0.7547177
## [10,] 1.4837055
## [11,] 1.3528538
## [12,] 0.5626860
## [13,] 0.8501204
## [14,] 0.4990382
## [15,] 1.4406054
## [16,] 1.4801107
## [17,] 0.6090764
## [18,] 0.9308378
## [19,] 0.6662625
## [20,] 1.0400359
## [21,] 1.0287953
## [22,] 1.0756219
## [23,] 0.6010717
## [24,] 1.0611146
## [25,] 0.4520773
## [26,] 0.8714205
## [27,] 1.0011382
## [28,] 1.0437552
## [29,] 1.9330688
## [30,] 0.9221460
## [31,] 1.0698976
## [32,] 1.1430315
## [33,] 0.8109566
## [34,] 1.1663433
## [35,] 0.8290597
## [36,] 0.7748564
## [37,] 1.1869737
## [38,] 1.6996385
## [39,] 0.8876865
## [40,] 1.2065946
## [41,] 0.5996838
## [42,] 0.7111863
## [43,] 1.6804137
## [44,] 0.7223457
## [45,] 0.7072158
## [46,] 1.0077292
## [47,] 1.3877819
## [48,] 1.5207436
## [49,] 0.5404622
## [50,] 1.0621222
## [51,] 0.4471281
## [52,] 0.7614258
## [53,] 0.6345586
## [54,] 1.2358464
## [55,] 0.9351148
## [56,] 2.1340741
## [57,] 0.4670954
## [58,] 0.9343831
## [59,] 1.1817393
## [60,] 0.7926727
## [61,] 0.9763301
## [62,] 0.4741290
## [63,] 0.6839277
## [64,] 0.6225873
## [65,] 0.5034190
## [66,] 1.3737852
## [67,] 0.5584007
## [68,] 0.7096572
## [69,] 0.6998110
## [70,] 0.8163311
## [71,] 0.6106176
## [72,] 0.4636336
## [73,] 0.6596300
## [74,] 0.8676714
## [75,] 0.7625946
## [76,] 1.3255369
## [77,] 1.8939488
## [78,] 0.8088031
## [79,] 0.6382301
## [80,] 1.1417242
## [81,] 0.8135932
## [82,] 0.6686279
## [83,] 0.8651092
## [84,] 0.6351297
## [85,] 0.5285276
## [86,] 0.7901113
## [87,] 0.3892944
## [88,] 0.7964851
## [89,] 0.4343834
## [90,] 1.0541566
## [91,] 1.4590592
## [92,] 0.8282769
## [93,] 0.8236119
## [94,] 0.8186667
## [95,] 0.7089692
## [96,] 0.2315310
## [97,] 0.7497984
## [98,] 0.7819938
## [99,] 1.3559886
## [100,] 0.9716173
## [101,] 1.0408347
## [102,] 0.7448398
## [103,] 0.9480662
## [104,] 0.5522470
## [105,] 0.8503134
## [106,] 1.1857602
## [107,] 1.3312256
## [108,] 0.7539821
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## [785,] 1.1324145
## [786,] 0.8602211
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## [788,] 0.6175675
## [789,] 1.3176980
## [790,] 0.8929990
## [791,] 1.2428700
## [792,] 0.5889039
## [793,] 1.1571420
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## [796,] 1.0075212
## [797,] 0.8489569
## [798,] 0.8762803
## [799,] 1.2905204
## [800,] 0.7326340
## [801,] 1.2567795
## [802,] 1.3853035
## [803,] 0.4779011
## [804,] 0.8301501
## [805,] 0.6771559
## [806,] 0.8292623
## [807,] 0.8675751
## [808,] 1.8819705
## [809,] 1.0020605
## [810,] 0.7399311
## [811,] 1.3906531
## [812,] 0.7251379
## [813,] 0.5299356
## [814,] 0.9900244
## [815,] 1.3138591
## [816,] 2.2722295
## [817,] 0.4737473
## [818,] 1.5456018
## [819,] 0.7199695
## [820,] 0.6928123
## [821,] 1.8148211
## [822,] 0.8984686
## [823,] 0.5110896
## [824,] 0.6163995
## [825,] 1.6043511
## [826,] 1.6073367
## [827,] 0.8739154
## [828,] 2.1979996
## [829,] 0.6763808
## [830,] 0.7303067
## [831,] 0.9867371
## [832,] 1.4967287
## [833,] 1.3867159
## [834,] 0.8906276
## [835,] 1.3262738
## [836,] 0.9409607
## [837,] 0.8443247
## [838,] 0.5577521
## [839,] 1.3613079
## [840,] 0.9289976
## [841,] 0.6387431
## [842,] 0.7000203
## [843,] 0.8601442
## [844,] 0.8882618
## [845,] 1.2029460
## [846,] 1.6561778
## [847,] 2.2049222
## [848,] 0.8728065
## [849,] 0.6730873
## [850,] 4.2673014
## [851,] 0.5559019
## [852,] 0.8064753
## [853,] 1.0417913
## [854,] 1.6821375
## [855,] 0.3956029
## [856,] 0.5030508
## [857,] 1.6931989
## [858,] 0.8780994
## [859,] 0.5567756
## [860,] 1.1501111
## [861,] 0.4538710
## [862,] 1.0643173
## [863,] 1.1148972
## [864,] 1.2289640
## [865,] 0.9923853
## [866,] 1.5393191
## [867,] 1.5132229
## [868,] 0.5627223
## [869,] 1.1561861
## [870,] 0.9001252
## [871,] 1.4903584
## [872,] 1.2132879
## [873,] 1.0041353
## [874,] 0.6084686
## [875,] 1.4039097
## [876,] 0.4804352
## [877,] 0.4431898
## [878,] 0.6450188
## [879,] 1.1047334
## [880,] 0.9208327
## [881,] 1.0202006
## [882,] 1.3391709
## [883,] 2.0490735
## [884,] 0.8701411
## [885,] 0.6820337
## [886,] 0.4263087
## [887,] 1.2176586
## [888,] 0.5728506
## [889,] 1.7826185
## [890,] 0.5652570
## [891,] 0.6350673
## [892,] 0.9274816
## [893,] 0.7048592
## [894,] 1.5032947
## [895,] 1.7055863
## [896,] 0.5282497
## [897,] 1.1036910
## [898,] 0.6717352
## [899,] 0.9491046
## [900,] 0.6127765
## [901,] 0.7122110
## [902,] 1.3639905
## [903,] 1.2794734
## [904,] 0.5621823
## [905,] 1.5303436
## [906,] 0.5810851
## [907,] 0.8550345
## [908,] 0.9910507
## [909,] 0.9517417
## [910,] 1.1147459
## [911,] 1.2555380
## [912,] 0.5962139
## [913,] 0.9934496
## [914,] 0.9395206
## [915,] 0.9194898
## [916,] 0.8085605
## [917,] 1.1314200
## [918,] 0.9246929
## [919,] 0.6886528
## [920,] 0.8165298
## [921,] 0.6146025
## [922,] 0.5890067
## [923,] 0.5417589
## [924,] 0.6577196
## [925,] 0.6449960
## [926,] 0.6487331
## [927,] 0.9450733
## [928,] 0.4734246
## [929,] 0.5115635
## [930,] 0.7500641
## [931,] 0.7902895
## [932,] 1.0503067
## [933,] 1.4058343
## [934,] 2.2589912
## [935,] 0.4473794
## [936,] 1.0986564
## [937,] 1.3502241
## [938,] 0.7592109
## [939,] 0.7078170
## [940,] 0.9677032
## [941,] 0.6696383
## [942,] 0.5649617
## [943,] 0.9561919
## [944,] 1.8506401
## [945,] 0.5938165
## [946,] 1.0886006
## [947,] 0.5355791
## [948,] 0.3601370
## [949,] 0.9193818
## [950,] 0.9079034
## [951,] 0.7361406
## [952,] 1.3064207
## [953,] 1.0116892
## [954,] 0.5115891
## [955,] 1.1085466
## [956,] 0.9230056
## [957,] 1.3275763
## [958,] 1.5348763
## [959,] 0.5861661
## [960,] 1.0811058
## [961,] 1.3373211
## [962,] 0.8462182
## [963,] 2.4662219
## [964,] 0.5426368
## [965,] 1.0726248
## [966,] 0.7208703
## [967,] 0.9066534
## [968,] 0.6652672
## [969,] 1.0531361
## [970,] 1.3243412
## [971,] 0.6888367
## [972,] 1.0098621
## [973,] 1.8705917
## [974,] 1.4820145
## [975,] 1.0909006
## [976,] 0.7876410
## [977,] 1.3009150
## [978,] 0.3393464
## [979,] 0.7196650
## [980,] 1.8427855
## [981,] 0.5397870
## [982,] 1.6159655
## [983,] 1.1551308
## [984,] 0.4441716
## [985,] 0.7631494
## [986,] 1.1868082
## [987,] 0.5680977
## [988,] 1.5254517
## [989,] 0.7801450
## [990,] 0.5282413
## [991,] 0.9148474
## [992,] 0.8264534
## [993,] 1.0452376
## [994,] 0.7599643
## [995,] 0.9012423
## [996,] 0.8000553
## [997,] 0.7139091
## [998,] 0.3861980
## [999,] 2.0265294
##
## $model.matrix
## (Intercept) demo$career1 demo$career2 demo$career3 demo$career4
## 1 1 0 0 0 0
## 2 1 0 0 0 0
## 3 1 0 0 0 1
## 4 1 0 0 0 1
## 5 1 0 0 0 1
## 6 1 0 0 0 1
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## 9 1 0 0 0 1
## 10 1 0 0 0 0
## 11 1 0 1 0 0
## 12 1 0 0 0 1
## 13 1 1 0 0 0
## 14 1 1 0 0 0
## 15 1 0 0 0 0
## 16 1 -1 -1 -1 -1
## 17 1 0 0 0 1
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## 20 1 0 0 0 1
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## 166 1 0 0 0 0
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## 168 1 0 0 0 1
## 169 1 0 0 0 1
## 170 1 1 0 0 0
## 171 1 0 0 0 1
## 172 1 -1 -1 -1 -1
## 173 1 0 0 0 0
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## 193 1 -1 -1 -1 -1
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## 201 1 1 0 0 0
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## 203 1 1 0 0 0
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## 221 1 0 0 0 0
## 222 1 0 0 0 0
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## 224 1 0 0 0 1
## 225 1 0 0 0 0
## 226 1 -1 -1 -1 -1
## 227 1 0 0 0 1
## 228 1 0 0 0 1
## 229 1 0 0 0 0
## 230 1 0 0 0 0
## 231 1 0 0 0 1
## 232 1 0 0 0 0
## 233 1 1 0 0 0
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## 245 1 0 0 0 1
## 246 1 0 0 0 0
## 247 1 1 0 0 0
## 248 1 0 0 0 0
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## 250 1 1 0 0 0
## 251 1 0 1 0 0
## 252 1 0 0 1 0
## 253 1 0 0 0 1
## 254 1 0 0 0 0
## 255 1 0 0 0 1
## 256 1 0 0 0 0
## 257 1 1 0 0 0
## 258 1 1 0 0 0
## 259 1 0 0 1 0
## 260 1 1 0 0 0
## 261 1 0 0 0 0
## 262 1 0 0 0 1
## 263 1 0 0 0 1
## 264 1 0 0 0 1
## 265 1 0 0 0 1
## 266 1 0 0 0 0
## 267 1 0 0 0 1
## 268 1 0 0 0 1
## 269 1 0 0 0 1
## 270 1 0 0 0 1
## 271 1 0 0 0 0
## 272 1 0 0 0 1
## 273 1 0 0 0 1
## 274 1 0 0 0 0
## 275 1 0 0 0 0
## 276 1 0 0 1 0
## 277 1 0 0 0 1
## 278 1 0 0 0 0
## 279 1 0 0 0 0
## 280 1 0 0 0 1
## 281 1 0 0 0 0
## 282 1 0 0 0 0
## 283 1 1 0 0 0
## 284 1 0 0 0 0
## 285 1 0 1 0 0
## 286 1 0 0 0 0
## 287 1 0 0 0 1
## 288 1 0 0 0 1
## 289 1 0 0 0 0
## 290 1 0 0 0 1
## 291 1 0 0 0 1
## 292 1 0 0 0 1
## 293 1 0 0 0 0
## 294 1 0 0 0 1
## 295 1 0 0 0 0
## 296 1 1 0 0 0
## 297 1 0 0 1 0
## 298 1 0 0 0 1
## 299 1 0 0 0 0
## 300 1 0 0 0 0
## 301 1 0 0 0 0
## 302 1 0 1 0 0
## 303 1 0 0 0 1
## 304 1 0 1 0 0
## 305 1 1 0 0 0
## 306 1 0 0 0 0
## 307 1 0 0 0 0
## 308 1 0 0 0 0
## 309 1 0 0 0 0
## 310 1 0 0 0 0
## 311 1 0 0 0 0
## 312 1 0 0 0 0
## demo$career5 demo$career6 demo$career7 demo$career8
## 1 1 0 0 0
## 2 1 0 0 0
## 3 0 0 0 0
## 4 0 0 0 0
## 5 0 0 0 0
## 6 0 0 0 0
## 7 0 0 0 0
## 8 1 0 0 0
## 9 0 0 0 0
## 10 0 0 0 1
## 11 0 0 0 0
## 12 0 0 0 0
## 13 0 0 0 0
## 14 0 0 0 0
## 15 0 0 0 1
## 16 -1 -1 -1 -1
## 17 0 0 0 0
## 18 0 0 0 0
## 19 1 0 0 0
## 20 0 0 0 0
## 21 0 0 0 0
## 22 0 0 0 0
## 23 1 0 0 0
## 24 0 0 0 0
## 25 0 0 0 0
## 26 1 0 0 0
## 27 0 0 0 0
## 28 0 0 0 0
## 29 0 0 0 0
## 30 0 1 0 0
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## 32 0 0 0 0
## 33 0 0 0 0
## 34 0 0 0 0
## 35 0 0 0 0
## 36 0 0 0 0
## 37 0 1 0 0
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## 39 0 0 0 0
## 40 0 0 0 0
## 41 1 0 0 0
## 42 1 0 0 0
## 43 0 0 0 0
## 44 0 0 0 0
## 45 0 0 0 0
## 46 0 0 0 0
## 47 0 0 0 0
## 48 1 0 0 0
## 49 0 0 0 0
## 50 0 0 0 0
## 51 0 0 0 0
## 52 0 1 0 0
## 53 0 0 0 0
## 54 0 0 0 0
## 55 0 1 0 0
## 56 0 1 0 0
## 57 -1 -1 -1 -1
## 58 1 0 0 0
## 59 0 0 0 0
## 60 0 0 0 0
## 61 0 0 0 0
## 62 0 0 0 0
## 63 0 0 0 0
## 64 0 0 0 0
## 65 0 0 0 0
## 66 0 0 0 0
## 67 1 0 0 0
## 68 0 1 0 0
## 69 0 0 0 0
## 70 0 0 0 0
## 71 0 0 0 1
## 72 0 1 0 0
## 73 0 1 0 0
## 74 0 0 0 0
## 75 1 0 0 0
## 76 1 0 0 0
## 77 1 0 0 0
## 78 1 0 0 0
## 79 0 0 0 0
## 80 0 0 0 0
## 81 0 0 0 0
## 82 0 0 0 0
## 83 0 1 0 0
## 84 0 0 0 0
## 85 0 0 0 0
## 86 0 0 0 0
## 87 0 0 0 0
## 88 0 1 0 0
## 89 1 0 0 0
## 90 0 0 0 0
## 91 1 0 0 0
## 92 0 0 0 0
## 93 1 0 0 0
## 94 0 0 1 0
## 95 0 0 1 0
## 96 1 0 0 0
## 97 0 0 0 0
## 98 1 0 0 0
## 99 0 0 0 0
## 100 0 0 0 0
## 101 0 0 0 0
## 102 1 0 0 0
## 103 1 0 0 0
## 104 0 0 0 0
## 105 0 0 0 1
## 106 0 1 0 0
## 107 0 0 0 0
## 108 0 0 0 0
## 109 0 0 0 0
## 110 0 0 0 0
## 111 0 0 0 0
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## 113 1 0 0 0
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## 118 0 0 0 0
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## 172 -1 -1 -1 -1
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## 192 0 0 1 0
## 193 -1 -1 -1 -1
## 194 0 0 0 1
## 195 1 0 0 0
## 196 1 0 0 0
## 197 0 0 0 0
## 198 -1 -1 -1 -1
## 199 0 0 0 0
## 200 0 0 0 0
## 201 0 0 0 0
## 202 0 0 0 0
## 203 0 0 0 0
## 204 0 0 0 0
## 205 0 0 0 0
## 206 0 0 0 0
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## 211 0 0 0 0
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## 216 1 0 0 0
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## 218 0 0 0 0
## 219 0 0 0 0
## 220 0 0 0 0
## 221 1 0 0 0
## 222 1 0 0 0
## 223 1 0 0 0
## 224 0 0 0 0
## 225 1 0 0 0
## 226 -1 -1 -1 -1
## 227 0 0 0 0
## 228 0 0 0 0
## 229 0 0 0 1
## 230 1 0 0 0
## 231 0 0 0 0
## 232 0 0 1 0
## 233 0 0 0 0
## 234 0 0 0 1
## 235 1 0 0 0
## 236 0 0 0 0
## 237 0 0 0 0
## 238 0 0 0 0
## 239 0 0 0 0
## 240 0 0 0 0
## 241 0 0 0 0
## 242 0 0 0 0
## 243 0 0 0 0
## 244 0 0 0 1
## 245 0 0 0 0
## 246 1 0 0 0
## 247 0 0 0 0
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## 252 0 0 0 0
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## 254 1 0 0 0
## 255 0 0 0 0
## 256 0 0 1 0
## 257 0 0 0 0
## 258 0 0 0 0
## 259 0 0 0 0
## 260 0 0 0 0
## 261 1 0 0 0
## 262 0 0 0 0
## 263 0 0 0 0
## 264 0 0 0 0
## 265 0 0 0 0
## 266 1 0 0 0
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## 269 0 0 0 0
## 270 0 0 0 0
## 271 1 0 0 0
## 272 0 0 0 0
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## 274 1 0 0 0
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## 292 0 0 0 0
## 293 1 0 0 0
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##
## $terms
## sd ~ demo$career
## attr(,"variables")
## list(sd, demo$career)
## attr(,"factors")
## demo$career
## sd 0
## demo$career 1
## attr(,"term.labels")
## [1] "demo$career"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"This shows that the differences in answers are not significant,
according to career goals.
Self-Efficacy
Now, Self-Efficacy:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$career 8 0.2444 0.030554 1.22 0.03121 0.243
## Residuals 303 7.5881 0.025043 0.96879
## Total 311 7.8325 1.00000
##
## $call
## adonis(formula = se ~ demo$career)
##
## $coefficients
## self_determition_ave se1 se2 se3
## (Intercept) 3.77925092 3.93584206 4.26881098 3.90178357
## demo$career1 0.20297130 -0.02473095 0.06452235 -0.01289468
## demo$career2 -0.27155861 -0.08968821 -0.19188790 -0.20947588
## demo$career3 0.11408241 0.06415794 0.26452235 0.03154976
## demo$career4 -0.09892305 -0.37846501 -0.35897491 -0.27883275
## demo$career5 0.03186019 0.03638017 -0.07436654 0.01488309
## demo$career6 -0.36925092 -0.33584206 -0.46881098 -0.35178357
## demo$career7 0.04932051 0.34987223 0.30261759 0.52678785
## demo$career8 0.48741575 -0.01917539 -0.10214431 -0.15178357
## se4 se5 self_efficacy_ave
## (Intercept) 4.02882102 4.18731271 4.064514068
## demo$career1 0.08229009 0.07935396 0.037708154
## demo$career2 -0.49035948 -0.26423578 -0.249129453
## demo$career3 0.03784564 0.21268729 0.122152598
## demo$career4 -0.33209971 -0.26108320 -0.321891117
## demo$career5 0.17951231 0.03490951 0.038263710
## demo$career6 -0.12882102 -0.28731271 -0.314514068
## demo$career7 0.54260755 0.52697301 0.449771646
## demo$career8 0.13784564 0.14602063 0.002152598
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.1203538876 0.09995079 0.096529170 0.09958055 0.1203538876
## demo$career1 -0.0105037753 -0.01567165 -0.020326403 -0.01369178 -0.0105037753
## demo$career2 0.0264572320 0.01609643 -0.006822402 0.01254377 0.0264572320
## demo$career3 -0.0237502759 -0.03461849 -0.037449194 -0.03409600 -0.0237502759
## demo$career4 0.0423337379 0.03752816 0.019744203 0.03682846 0.0423337379
## demo$career5 0.0027717616 0.01327305 0.027837592 0.01580307 0.0027717616
## demo$career6 0.0471829585 0.03807863 0.023404412 0.03274842 0.0471829585
## demo$career7 -0.0539100742 -0.03891929 -0.004004978 -0.03975448 -0.0539100742
## demo$career8 0.0009204835 0.01332163 0.030909848 0.02099752 0.0009204835
## 6 7 8 9 10
## (Intercept) 0.122564826 0.176012879 0.1203538876 0.102163505 0.565347952
## demo$career1 -0.015171327 -0.006231068 -0.0105037753 -0.012398690 0.009396619
## demo$career2 -0.021966835 -0.032941891 0.0264572320 -0.009097033 -0.012217571
## demo$career3 -0.032203122 -0.020685026 -0.0237502759 -0.037066843 0.024547268
## demo$career4 0.006317845 -0.004033138 0.0423337379 0.026154852 -0.034327743
## demo$career5 0.028525875 0.021741905 0.0027717616 0.026790218 -0.008031700
## demo$career6 0.011476671 0.003954326 0.0471829585 0.025289967 -0.040239458
## demo$career7 0.002827523 0.008619744 -0.0539100742 -0.011650423 0.043172912
## demo$career8 0.034824099 0.035089671 0.0009204835 0.038978383 -0.012386899
## 11 12 13 14 15
## (Intercept) 0.114001829 0.093528437 0.096529170 0.095761324 0.109031988
## demo$career1 -0.012446471 -0.017414226 -0.020326403 -0.019884590 -0.014153288
## demo$career2 -0.014633393 -0.001409786 -0.006822402 -0.007357189 0.013392584
## demo$career3 -0.033861107 -0.039317557 -0.037449194 -0.037270832 -0.033805823
## demo$career4 0.018186926 0.026383331 0.019744203 0.019646194 0.034362361
## demo$career5 0.026454445 0.025650591 0.027837592 0.028760231 0.014159403
## demo$career6 0.022364604 0.031060734 0.023404412 0.022296790 0.043737925
## demo$career7 -0.007680718 -0.011344391 -0.004004978 -0.004492460 -0.032759787
## demo$career8 0.041613566 0.029056216 0.030909848 0.033043292 0.007194511
## 16 17 18 19 20
## (Intercept) 0.095761324 0.113549095 0.097122663 0.116373414 0.1095580967
## demo$career1 -0.019884590 -0.010061181 -0.013896271 -0.010506714 -0.0144977908
## demo$career2 -0.007357189 0.025246715 -0.008475782 0.025771532 -0.0212725608
## demo$career3 -0.037270832 -0.025469758 -0.037962780 -0.025017641 -0.0335055524
## demo$career4 0.019646194 0.042082650 0.025978485 0.042303584 0.0154317346
## demo$career5 0.028760231 0.005922484 0.027847592 0.003981798 0.0304822770
## demo$career6 0.022296790 0.042172275 0.025706806 0.045720041 0.0198139781
## demo$career7 -0.004492460 -0.055606661 -0.012145458 -0.054800255 -0.0007356746
## demo$career8 0.033043292 0.009938581 0.037500920 0.003843107 0.0423767435
## 21 22 23 24
## (Intercept) 0.095324773 1.933501e-01 0.1385872412 0.1075360910
## demo$career1 -0.014627646 -4.757659e-03 -0.0090281622 -0.0168896151
## demo$career2 -0.007160147 -3.005632e-02 -0.0175026575 -0.0155342186
## demo$career3 -0.038372447 -1.859717e-02 -0.0292355456 -0.0356774381
## demo$career4 0.025824780 -6.657498e-03 0.0153795852 0.0149232697
## demo$career5 0.027914294 2.089492e-02 0.0240704878 0.0294003680
## demo$career6 0.026493757 1.707218e-05 0.0122942396 0.0164551869
## demo$career7 -0.012105001 1.462471e-02 -0.0007641328 0.0004037535
## demo$career8 0.036072045 3.567568e-02 0.0370947640 0.0318200833
## 25 26 27 28 29
## (Intercept) 0.095761324 0.583211565 0.101862952 0.250351115 0.1203538876
## demo$career1 -0.019884590 0.009564287 -0.014825332 -0.002163639 -0.0105037753
## demo$career2 -0.007357189 -0.011211906 0.001653834 -0.032684590 0.0264572320
## demo$career3 -0.037270832 0.024460935 -0.034297121 -0.007603501 -0.0237502759
## demo$career4 0.019646194 -0.035150502 0.028887462 -0.018132347 0.0423337379
## demo$career5 0.028760231 -0.008961882 0.019730938 0.013549933 0.0027717616
## demo$career6 0.022296790 -0.038887391 0.037324744 -0.011954732 0.0471829585
## demo$career7 -0.004492460 0.042446699 -0.019237176 0.023085170 -0.0539100742
## demo$career8 0.033043292 -0.012092265 0.023153243 0.024643594 0.0009204835
## 30 31 32 33 34
## (Intercept) 0.141077086 0.110936997 0.540725731 0.123968092 0.108265664
## demo$career1 -0.012276190 -0.012799635 0.007757666 -0.014343054 -0.018437272
## demo$career2 -0.019675960 0.019190299 -0.015047626 -0.024121252 -0.001357566
## demo$career3 -0.027308048 -0.028156319 0.023235287 -0.031659193 -0.037365891
## demo$career4 0.005465839 0.039571499 -0.033795116 0.006477813 0.017296116
## demo$career5 0.026112580 0.007653321 -0.005352775 0.028812096 0.025276757
## demo$career6 0.009243543 0.044079794 -0.040925725 0.010754943 0.022006781
## demo$career7 0.003813758 -0.045219941 0.042765680 0.002388331 -0.016189458
## demo$career8 0.039807767 0.006065310 -0.007646419 0.036155032 0.026147661
## 35 36 37 38 39
## (Intercept) 0.173574036 0.110442885 0.114152701 0.103752687 0.540725731
## demo$career1 -0.003365672 -0.011479250 -0.010474001 -0.020277500 0.007757666
## demo$career2 -0.034566571 0.020450011 0.025618312 -0.005415272 -0.015047626
## demo$career3 -0.022319265 -0.032202262 -0.025651748 -0.035271769 0.023235287
## demo$career4 -0.002737561 0.037325344 0.042086753 0.020391521 -0.033795116
## demo$career5 0.025348206 0.011667008 0.005142453 0.024967269 -0.005352775
## demo$career6 0.003671179 0.044003310 0.043100426 0.028228308 -0.040925725
## demo$career7 0.005749991 -0.043466458 -0.054992054 -0.003572161 0.042765680
## demo$career8 0.036503665 0.007512304 0.008067995 0.022760800 -0.007646419
## 40 41 42 43 44
## (Intercept) 0.113963036 0.105632049 0.111300088 0.10328746 0.104153638
## demo$career1 -0.019273127 -0.015613841 -0.016318786 -0.01820382 -0.014203802
## demo$career2 -0.010435297 0.017005598 0.004576046 0.01264960 0.018213130
## demo$career3 -0.033392838 -0.032507864 -0.025867191 -0.03343739 -0.036584721
## demo$career4 0.012454273 0.037793395 0.028995258 0.03197258 0.035707918
## demo$career5 0.024768553 0.011433896 0.013000180 0.01475159 0.015695965
## demo$career6 0.024765168 0.040814450 0.033528976 0.03205087 0.041293013
## demo$career7 -0.001086993 -0.038282330 -0.025385088 -0.03331347 -0.037244141
## demo$career8 0.025075372 0.008084644 0.018015217 0.01275650 0.008386341
## 45 46 47 48 49
## (Intercept) 0.1203538876 0.163795278 0.4574398349 0.338194513 0.122564826
## demo$career1 -0.0105037753 -0.004760476 0.0011916215 0.010262561 -0.015171327
## demo$career2 0.0264572320 -0.029236357 -0.0185573847 -0.035956249 -0.021966835
## demo$career3 -0.0237502759 -0.025616721 0.0130894620 0.006697456 -0.032203122
## demo$career4 0.0423337379 0.001121119 -0.0311047405 -0.024868745 0.006317845
## demo$career5 0.0027717616 0.025346360 0.0051726727 0.004587413 0.028525875
## demo$career6 0.0471829585 0.001202752 -0.0362867910 -0.028305809 0.011476671
## demo$career7 -0.0539100742 0.003524813 0.0360055207 0.032468238 0.002827523
## demo$career8 0.0009204835 0.034735505 0.0008956332 0.021163924 0.034824099
## 50 51 52 53 54
## (Intercept) 0.097627772 0.583211565 0.218815005 0.100210860 0.583211565
## demo$career1 -0.020368023 0.009564287 -0.002604705 -0.016765379 0.009564287
## demo$career2 -0.006629485 -0.011211906 -0.024214589 -0.014140630 -0.011211906
## demo$career3 -0.037501753 0.024460935 -0.015354072 -0.036015491 0.024460935
## demo$career4 0.019895492 -0.035150502 -0.011775970 0.019201139 -0.035150502
## demo$career5 0.027035643 -0.008961882 0.018793217 0.030093758 -0.008961882
## demo$career6 0.025164168 -0.038887391 -0.004974056 0.017782447 -0.038887391
## demo$career7 -0.003857570 0.042446699 0.015586284 -0.004675489 0.042446699
## demo$career8 0.028453118 -0.012092265 0.022675366 0.039544762 -0.012092265
## 55 56 57 58 59
## (Intercept) 0.097101279 0.100210860 0.092774937 0.106119959 0.098144580
## demo$career1 -0.018279937 -0.016765379 -0.016975726 -0.012880244 -0.019411419
## demo$career2 -0.010755760 -0.014140630 -0.001913683 0.023956739 0.006038606
## demo$career3 -0.036940040 -0.036015491 -0.039152900 -0.030859297 -0.040621894
## demo$career4 0.018868884 0.019201139 0.026313518 0.040663535 0.025827680
## demo$career5 0.029868076 0.030093758 0.026551175 0.009662294 0.023208688
## demo$career6 0.019278368 0.017782447 0.030005445 0.039543196 0.029205994
## demo$career7 -0.004212001 -0.004675489 -0.011849666 -0.049227033 -0.019537108
## demo$career8 0.036786400 0.039544762 0.031143313 0.010607470 0.017352814
## 60 61 62 63 64
## (Intercept) 0.168678182 0.108445551 0.107455708 0.092774937 0.128620925
## demo$career1 -0.006274528 -0.012903755 -0.014125152 -0.016975726 -0.012873579
## demo$career2 -0.034040517 0.024127431 0.001158353 -0.001913683 -0.025851948
## demo$career3 -0.021796060 -0.030186682 -0.037970645 -0.039152900 -0.030847783
## demo$career4 0.005510994 0.040899472 0.029383916 0.026313518 0.006498307
## demo$career5 0.024055957 0.008455542 0.021659361 0.026551175 0.028199022
## demo$career6 0.007060747 0.042238731 0.038616700 0.030005445 0.009428618
## demo$career7 0.005864985 -0.049073126 -0.022781293 -0.011849666 0.002840254
## demo$career8 0.041087807 0.006288646 0.019414427 0.031143313 0.038552355
## 65 66 67 68 69
## (Intercept) 0.128515326 0.318530047 0.118167088 0.117927888 0.099176334
## demo$career1 -0.013386824 0.006370978 -0.010439650 -0.007181711 -0.020327112
## demo$career2 -0.027880884 -0.039626208 0.026318739 0.019568464 -0.006409100
## demo$career3 -0.029671912 0.001733402 -0.024392844 -0.024243909 -0.036708484
## demo$career4 0.011994591 -0.023591062 0.042376793 0.041999520 0.020171540
## demo$career5 0.029657954 0.011404948 0.003412544 0.006917662 0.026430800
## demo$career6 0.016990894 -0.023895541 0.046657048 0.038399306 0.026452676
## demo$career7 0.002930292 0.028044265 -0.054561602 -0.056490720 -0.004169333
## demo$career8 0.042850180 0.025683245 0.001825029 0.015576866 0.026115017
## 70 71 72 73 74
## (Intercept) 0.137775280 0.130490313 0.092774937 0.113980198 0.154354136
## demo$career1 -0.012406098 -0.017280008 -0.016975726 -0.009408352 -0.007371313
## demo$career2 -0.023068201 -0.007773742 -0.001913683 0.023832826 -0.035214708
## demo$career3 -0.030921112 -0.032683272 -0.039152900 -0.025442414 -0.026841774
## demo$career4 0.004945420 0.012844103 0.026313518 0.041687580 0.001098009
## demo$career5 0.028194173 0.022496281 0.026551175 0.006541981 0.028568998
## demo$career6 0.009306697 0.019449644 0.030005445 0.040816357 0.008362777
## demo$career7 0.003825461 0.004628499 -0.011849666 -0.055397175 0.006245648
## demo$career8 0.033461372 0.014213318 0.031143313 0.011831780 0.041023503
## 75 76 77 78 79
## (Intercept) 0.1203538876 0.10805964 0.114152701 0.574194883 0.1394924932
## demo$career1 -0.0105037753 -0.01023964 -0.010474001 0.009511604 -0.0075317409
## demo$career2 0.0264572320 0.01890256 0.025618312 -0.011688073 -0.0329866832
## demo$career3 -0.0237502759 -0.02990069 -0.025651748 0.024539089 -0.0284704957
## demo$career4 0.0423337379 0.04034679 0.042086753 -0.034705183 0.0151270038
## demo$career5 0.0027717616 0.01163036 0.005142453 -0.008743722 0.0280612681
## demo$career6 0.0471829585 0.03538508 0.043100426 -0.039543866 0.0193697184
## demo$career7 -0.0539100742 -0.05047474 -0.054992054 0.042848584 0.0002388138
## demo$career8 0.0009204835 0.01700749 0.008067995 -0.012213959 0.0412914177
## 80 81 82 83 84
## (Intercept) 0.113549095 0.112562072 0.103752687 0.386400930 0.098371259
## demo$career1 -0.010061181 -0.012889161 -0.020277500 0.006600979 -0.017506009
## demo$career2 0.025246715 0.024839966 -0.005415272 -0.027301986 -0.012777619
## demo$career3 -0.025469758 -0.028869426 -0.035271769 0.004731707 -0.036443094
## demo$career4 0.042082650 0.040945199 0.020391521 -0.012100705 0.019069768
## demo$career5 0.005922484 0.007198111 0.024967269 0.007725059 0.030160030
## demo$career6 0.042172275 0.043756174 0.028228308 -0.029020178 0.018617719
## demo$career7 -0.055606661 -0.048209409 -0.003572161 0.030282898 -0.004663116
## demo$career8 0.009938581 0.003297478 0.022760800 0.014808363 0.038081649
## 85 86 87 88 89
## (Intercept) 0.097101279 0.104315826 0.130866458 0.556901851 0.101203821
## demo$career1 -0.018279937 -0.016694005 -0.010879600 0.008986214 -0.014858312
## demo$career2 -0.010755760 0.008653349 -0.023442205 -0.013033658 0.007407488
## demo$career3 -0.036940040 -0.035483018 -0.030973855 0.024252713 -0.035741039
## demo$career4 0.018868884 0.028113226 0.014661323 -0.034147997 0.030359556
## demo$career5 0.029868076 0.018853239 0.026533149 -0.007286023 0.019947993
## demo$career6 0.019278368 0.032192322 0.011939544 -0.041208176 0.036411548
## demo$career7 -0.004212001 -0.027659017 0.002849623 0.043187108 -0.023028423
## demo$career8 0.036786400 0.016359659 0.037986669 -0.010622657 0.021232650
## 90 91 92 93 94
## (Intercept) 0.097671813 0.09825764 0.096338022 0.1007896138 0.171580207
## demo$career1 -0.017370190 -0.01521043 -0.018940330 -0.0191037577 -0.005329002
## demo$career2 0.002182792 0.01557426 0.005417644 0.0009041522 -0.030581971
## demo$career3 -0.040130667 -0.03440344 -0.040424708 -0.0321862839 -0.022865134
## demo$career4 0.024916179 0.03742795 0.025630961 0.0262486381 -0.001670399
## demo$career5 0.025947158 0.01482671 0.024879385 0.0191962777 0.024226963
## demo$career6 0.023509980 0.03548066 0.026430550 0.0265783743 0.007203062
## demo$career7 -0.020114586 -0.03976175 -0.020271838 -0.0173721361 0.005324030
## demo$career8 0.025375158 0.01755828 0.021779179 0.0259076095 0.032397524
## 95 96 97 98 99
## (Intercept) 0.122751747 0.116373414 0.107625532 0.350211852 0.135898307
## demo$career1 -0.005780447 -0.010506714 -0.018161579 0.011247789 -0.012418883
## demo$career2 0.019169653 0.025771532 0.013470429 -0.034855284 -0.030419518
## demo$career3 -0.023348095 -0.025017641 -0.032061012 0.007344496 -0.028775275
## demo$career4 0.042268965 0.042303584 0.032091647 -0.025188402 0.003115112
## demo$career5 0.005848701 0.003981798 0.013412163 0.003174291 0.028254564
## demo$career6 0.038108902 0.045720041 0.033706826 -0.028515773 0.013216190
## demo$career7 -0.056332001 -0.054800255 -0.032532325 0.032824573 0.005702434
## demo$career8 0.016816650 0.003843107 0.009613712 0.019432024 0.039196370
## 100 101 102 103 104
## (Intercept) 0.093528437 0.105632049 0.113549095 0.262749226 0.113207223
## demo$career1 -0.017414226 -0.015613841 -0.010061181 0.005804766 -0.015673460
## demo$career2 -0.001409786 0.017005598 0.025246715 -0.033949540 -0.019212166
## demo$career3 -0.039317557 -0.032507864 -0.025469758 -0.005761103 -0.033299925
## demo$career4 0.026383331 0.037793395 0.042082650 -0.016316405 0.011022692
## demo$career5 0.025650591 0.011433896 0.005922484 0.012442506 0.029141085
## demo$career6 0.031060734 0.040814450 0.042172275 -0.016586481 0.014688616
## demo$career7 -0.011344391 -0.038282330 -0.055606661 0.021782809 -0.001576333
## demo$career8 0.029056216 0.008084644 0.009938581 0.029157488 0.041131115
## 105 106 107 108 109
## (Intercept) 0.1203538876 0.313310403 0.1078730011 0.156418333 0.105368445
## demo$career1 -0.0105037753 0.005996626 -0.0180882450 -0.008413261 -0.015249100
## demo$career2 0.0264572320 -0.033234404 -0.0132140477 -0.037474556 -0.014811055
## demo$career3 -0.0237502759 0.001593899 -0.0358911951 -0.023449466 -0.035081339
## demo$career4 0.0423337379 -0.023627235 0.0156004166 0.003931485 0.019331392
## demo$career5 0.0027717616 0.009441050 0.0277109350 0.026576075 0.029015633
## demo$career6 0.0471829585 -0.025971511 0.0192436668 0.010889210 0.017294829
## demo$career7 -0.0539100742 0.028570237 0.0004235319 0.006483262 -0.004113191
## demo$career8 0.0009204835 0.021053455 0.0274726592 0.049868026 0.041060024
## 110 111 112 113 114
## (Intercept) 0.1566202925 0.174300920 0.118167088 0.095761324 0.092774937
## demo$career1 -0.0064056039 -0.008049714 -0.010439650 -0.019884590 -0.016975726
## demo$career2 -0.0231474684 -0.029220628 0.026318739 -0.007357189 -0.001913683
## demo$career3 -0.0273483213 -0.022569256 -0.024392844 -0.037270832 -0.039152900
## demo$career4 0.0066138071 -0.003622598 0.042376793 0.019646194 0.026313518
## demo$career5 0.0259633444 0.025324230 0.003412544 0.028760231 0.026551175
## demo$career6 0.0105306584 0.007374816 0.046657048 0.022296790 0.030005445
## demo$career7 0.0008207165 0.009096823 -0.054561602 -0.004492460 -0.011849666
## demo$career8 0.0336852979 0.033092112 0.001825029 0.033043292 0.031143313
## 115 116 117 118 119
## (Intercept) 0.246004168 0.117927888 0.10145421 0.13739286 0.123565157
## demo$career1 -0.001698154 -0.007181711 -0.01308513 -0.01151849 -0.011535252
## demo$career2 -0.027932276 0.019568464 0.01607943 -0.00795555 -0.029831155
## demo$career3 -0.011887202 -0.024243909 -0.03714884 -0.02588169 -0.030864489
## demo$career4 -0.012368733 0.041999520 0.03495850 0.02003119 0.011297799
## demo$career5 0.016988244 0.006917662 0.01848763 0.01610794 0.030407370
## demo$career6 -0.008239891 0.038399306 0.03612032 0.02696461 0.014403632
## demo$career7 0.018626176 -0.056490720 -0.03761164 -0.01454421 0.002791267
## demo$career8 0.021016599 0.015576866 0.01673571 0.01922533 0.040345846
## 120 121 122 123 124
## (Intercept) 0.3012705722 0.095761324 0.099176334 0.118167088 0.139775918
## demo$career1 -0.0004774854 -0.019884590 -0.020327112 -0.010439650 -0.013740883
## demo$career2 -0.0232720873 -0.007357189 -0.006409100 0.026318739 -0.017940552
## demo$career3 -0.0023728563 -0.037270832 -0.036708484 -0.024392844 -0.029437917
## demo$career4 -0.0211475422 0.019646194 0.020171540 0.042376793 0.004059993
## demo$career5 0.0076301244 0.028760231 0.026430800 0.003412544 0.023007464
## demo$career6 -0.0144273659 0.022296790 0.026452676 0.046657048 0.013365823
## demo$career7 0.0277757486 -0.004492460 -0.004169333 -0.054561602 0.003145676
## demo$career8 0.0073496834 0.033043292 0.026115017 0.001825029 0.022318345
## 125 126 127 128 129
## (Intercept) 0.182253332 0.114942031 0.109287421 0.134885010 0.118167088
## demo$career1 -0.008126865 -0.008580534 -0.010564845 -0.013860600 -0.010439650
## demo$career2 -0.019174274 0.022402051 0.002624969 -0.019019937 0.026318739
## demo$career3 -0.022535529 -0.025130005 -0.037686143 -0.028919186 -0.024392844
## demo$career4 -0.004447499 0.041543583 0.031928727 0.005370610 0.042376793
## demo$career5 0.018351594 0.006818848 0.021652761 0.027284600 0.003412544
## demo$career6 -0.002625813 0.039596702 0.029168111 0.009847679 0.046657048
## demo$career7 0.010176855 -0.055714221 -0.026731326 0.002707377 -0.054561602
## demo$career8 0.024352146 0.013207723 0.027879581 0.038798787 0.001825029
## 130 131 132 133 134
## (Intercept) 0.113193409 0.178903123 0.127408468 0.135051485 0.09577292
## demo$career1 -0.012859269 -0.005523251 -0.014349659 -0.004050148 -0.01663151
## demo$career2 0.019355559 -0.025287290 -0.026030869 0.017989530 0.01041179
## demo$career3 -0.027492730 -0.020726191 -0.030042465 -0.021149619 -0.04123427
## demo$career4 0.039539295 -0.003564484 0.012281105 0.042267714 0.03200593
## demo$career5 0.006988716 0.024035878 0.029291463 0.003615223 0.02085759
## demo$career6 0.044626339 0.005831174 0.018500196 0.037628651 0.03688930
## demo$career7 -0.044589045 0.005729500 0.003054583 -0.054943437 -0.02704265
## demo$career8 0.005131403 0.035001630 0.041181480 0.016874630 0.01568532
## 135 136 137 138 139
## (Intercept) 0.096125425 0.1203538876 0.114268943 0.104205546 0.155925917
## demo$career1 -0.017427916 -0.0105037753 -0.015744372 -0.017139798 -0.006464234
## demo$career2 -0.001043945 0.0264572320 0.021002633 -0.007187999 -0.037522408
## demo$career3 -0.038571153 -0.0237502759 -0.028368892 -0.036075253 -0.026240886
## demo$career4 0.026749533 0.0423337379 0.035549757 0.018530060 0.001244888
## demo$career5 0.024279701 0.0027717616 0.008976728 0.026258189 0.028853692
## demo$career6 0.033989716 0.0471829585 0.036977138 0.027236779 0.007588727
## demo$career7 -0.011451011 -0.0539100742 -0.042340469 -0.007976364 0.005804951
## demo$career8 0.024363810 0.0009204835 0.004632798 0.033587665 0.042425891
## 140 141 142 143 144
## (Intercept) 0.110936997 0.12574786 0.177569584 0.116373414 0.115761775
## demo$career1 -0.012799635 -0.00735958 -0.001498908 -0.010506714 -0.015025350
## demo$career2 0.019190299 -0.02253332 -0.038531503 0.025771532 -0.019455925
## demo$career3 -0.028156319 -0.02785150 -0.021120022 -0.025017641 -0.032976907
## demo$career4 0.039571499 0.02137153 -0.002550651 0.042303584 0.010975467
## demo$career5 0.007653321 0.02442692 0.025477724 0.003981798 0.028639853
## demo$career6 0.044079794 0.02689378 0.001840293 0.045720041 0.014298259
## demo$career7 -0.045219941 -0.01042484 0.005332467 -0.054800255 -0.001166025
## demo$career8 0.006065310 0.03805166 0.039519065 0.003843107 0.042016201
## 145 146 147 148 149
## (Intercept) 0.108383324 0.10547290 0.113549095 0.280396968 0.519210175
## demo$career1 -0.014650163 -0.01246382 -0.010061181 0.006880241 0.009212839
## demo$career2 -0.014981874 0.02357047 0.025246715 -0.052461397 -0.013857899
## demo$career3 -0.034233864 -0.03068745 -0.025469758 -0.003397926 0.019656429
## demo$career4 0.019380956 0.04065207 0.042082650 -0.013383197 -0.030620613
## demo$career5 0.028545298 0.01046901 0.005922484 0.015586573 -0.007849232
## demo$career6 0.016879582 0.03858362 0.042172275 -0.013121571 -0.036690702
## demo$career7 -0.003275484 -0.04983227 -0.055606661 0.020476359 0.040029549
## demo$career8 0.041415730 0.01252086 0.009938581 0.038635341 -0.005525123
## 150 151 152 153 154
## (Intercept) 0.119990289 0.174300920 0.1203538876 0.096137439 0.104492060
## demo$career1 -0.011323316 -0.008049714 -0.0105037753 -0.019178104 -0.014789191
## demo$career2 -0.018420701 -0.029220628 0.0264572320 -0.009047189 0.005720431
## demo$career3 -0.033621450 -0.022569256 -0.0237502759 -0.037260225 -0.032751069
## demo$career4 0.017629337 -0.003622598 0.0423337379 0.019116752 0.031358135
## demo$career5 0.029524772 0.025324230 0.0027717616 0.029503771 0.018047258
## demo$career6 0.013983190 0.007374816 0.0471829585 0.020711088 0.023907183
## demo$career7 -0.002408146 0.009096823 -0.0539100742 -0.004061233 -0.034537865
## demo$career8 0.041251141 0.033092112 0.0009204835 0.035200855 0.025364237
## 155 156 157 158 159
## (Intercept) 0.09894783 0.1203538876 0.1203538876 0.1203538876 0.09864310
## demo$career1 -0.01562984 -0.0105037753 -0.0105037753 -0.0105037753 -0.01454174
## demo$career2 0.01599616 0.0264572320 0.0264572320 0.0264572320 0.01406774
## demo$career3 -0.03456976 -0.0237502759 -0.0237502759 -0.0237502759 -0.03439688
## demo$career4 0.03745287 0.0423337379 0.0423337379 0.0423337379 0.03699693
## demo$career5 0.01399287 0.0027717616 0.0027717616 0.0027717616 0.01549307
## demo$career6 0.03647151 0.0471829585 0.0471829585 0.0471829585 0.03404329
## demo$career7 -0.03917977 -0.0539100742 -0.0539100742 -0.0539100742 -0.03948436
## demo$career8 0.01559292 0.0009204835 0.0009204835 0.0009204835 0.01954683
## 160 161 162 163 164
## (Intercept) 0.146312175 0.104228841 0.09825764 0.111803772 0.095324773
## demo$career1 -0.009300109 -0.013750548 -0.01521043 -0.011461530 -0.014627646
## demo$career2 -0.023518880 -0.014283193 0.01557426 0.020561496 -0.007160147
## demo$career3 -0.027431490 -0.035324985 -0.03440344 -0.031469091 -0.038372447
## demo$career4 0.008026088 0.022552835 0.03742795 0.037510917 0.025824780
## demo$career5 0.024625612 0.028500330 0.01482671 0.011146473 0.027914294
## demo$career6 0.004544483 0.029176749 0.03548066 0.045124899 0.026493757
## demo$career7 0.003608333 -0.007175034 -0.03976175 -0.043619041 -0.012105001
## demo$career8 0.031189769 0.039691760 0.01755828 0.005410357 0.036072045
## 165 166 167 168 169
## (Intercept) 0.1203538876 0.098365249 0.09995079 0.096529170 0.118167088
## demo$career1 -0.0105037753 -0.016328878 -0.01567165 -0.020326403 -0.010439650
## demo$career2 0.0264572320 0.005377461 0.01609643 -0.006822402 0.026318739
## demo$career3 -0.0237502759 -0.032962757 -0.03461849 -0.037449194 -0.024392844
## demo$career4 0.0423337379 0.032418083 0.03752816 0.019744203 0.042376793
## demo$career5 0.0027717616 0.016924287 0.01327305 0.027837592 0.003412544
## demo$career6 0.0471829585 0.034313693 0.03807863 0.023404412 0.046657048
## demo$career7 -0.0539100742 -0.024920220 -0.03891929 -0.004004978 -0.054561602
## demo$career8 0.0009204835 0.024071221 0.01332163 0.030909848 0.001825029
## 170 171 172 173 174
## (Intercept) 0.106758478 0.116179675 0.123527677 0.102163505 0.096717261
## demo$career1 -0.012849571 -0.007865504 -0.005775490 -0.012398690 -0.018249292
## demo$career2 0.018403033 0.020691254 0.008606018 -0.009097033 0.003809244
## demo$career3 -0.029465295 -0.024656970 -0.020953480 -0.037066843 -0.040429800
## demo$career4 0.039240570 0.041801857 0.037834170 0.026154852 0.025136101
## demo$career5 0.009450905 0.007028357 0.008870647 0.026790218 0.025598906
## demo$career6 0.040424434 0.039075954 0.034466060 0.025289967 0.024895608
## demo$career7 -0.045562626 -0.056302841 -0.042092095 -0.011650423 -0.019908151
## demo$career8 0.012463732 0.014321443 0.027239479 0.038978383 0.023857316
## 175 176 177 178 179
## (Intercept) 0.120021865 0.120234043 0.4942935750 0.166640489 0.115397983
## demo$career1 -0.009068881 -0.006600980 0.0070312251 -0.008512273 -0.012852394
## demo$career2 0.007687689 0.019467604 -0.0206540557 -0.027687936 -0.015387436
## demo$career3 -0.030153628 -0.023940916 0.0202779022 -0.023512134 -0.032780658
## demo$career4 0.037448948 0.042061394 -0.0329589364 0.000371267 0.015647078
## demo$career5 0.012641599 0.006436331 -0.0019523545 0.023320139 0.028078961
## demo$career6 0.030496930 0.038144327 -0.0401185728 0.003607854 0.013690138
## demo$career7 -0.038501147 -0.056313613 0.0414359778 0.009411443 -0.003767093
## demo$career8 0.024986066 0.016293080 0.0004762066 0.036315462 0.035783789
## 180 181 182 183 184
## (Intercept) 0.09825764 0.101249665 0.149993508 0.110303880 0.152633416
## demo$career1 -0.01521043 -0.020230591 -0.009186714 -0.012829719 -0.007982552
## demo$career2 0.01557426 -0.005686949 -0.032109273 0.024691868 -0.020174423
## demo$career3 -0.03440344 -0.036001234 -0.026832891 -0.029537301 -0.029794835
## demo$career4 0.03742795 0.020346167 0.006885361 0.040981629 0.009864790
## demo$career5 0.01482671 0.025738147 0.025966860 0.007863211 0.025584428
## demo$career6 0.03548066 0.027567118 0.019147562 0.043206887 0.004421939
## demo$career7 -0.03976175 -0.004096280 0.003102199 -0.048851216 0.005950299
## demo$career8 0.01755828 0.023824577 0.038607395 0.004225851 0.031914197
## 185 186 187 188 189
## (Intercept) 0.119783290 0.144904609 0.094606392 0.123453711 0.118167088
## demo$career1 -0.013140020 -0.009697037 -0.017460333 -0.008158966 -0.010439650
## demo$career2 0.020980778 -0.026898191 -0.001240798 -0.021358674 0.026318739
## demo$career3 -0.027932466 -0.028679389 -0.039359338 -0.031156976 -0.024392844
## demo$career4 0.034543108 0.007941708 0.026505445 0.022660975 0.042376793
## demo$career5 0.007351287 0.026876036 0.024868447 0.026291454 0.003412544
## demo$career6 0.040909105 0.009014120 0.032755832 0.025281935 0.046657048
## demo$career7 -0.046180558 0.007165831 -0.011172664 -0.005438408 -0.054561602
## demo$career8 0.006094091 0.036218701 0.026651921 0.046132715 0.001825029
## 190 191 192 193
## (Intercept) 0.1203538876 0.2223103389 0.113549095 0.1203538876
## demo$career1 -0.0105037753 -0.0004309546 -0.010061181 -0.0105037753
## demo$career2 0.0264572320 -0.0286853144 0.025246715 0.0264572320
## demo$career3 -0.0237502759 -0.0141250399 -0.025469758 -0.0237502759
## demo$career4 0.0423337379 -0.0121199228 0.042082650 0.0423337379
## demo$career5 0.0027717616 0.0193386332 0.005922484 0.0027717616
## demo$career6 0.0471829585 -0.0077005653 0.042172275 0.0471829585
## demo$career7 -0.0539100742 0.0151044141 -0.055606661 -0.0539100742
## demo$career8 0.0009204835 0.0258063815 0.009938581 0.0009204835
## 194 195 196 197 198
## (Intercept) 0.110303880 0.10361807 0.107074330 0.09724998 0.134994670
## demo$career1 -0.012829719 -0.01345906 -0.012926014 -0.01660041 -0.004429259
## demo$career2 0.024691868 0.01261019 0.024027601 0.01056428 -0.024511457
## demo$career3 -0.029537301 -0.02898112 -0.030916001 -0.04045096 -0.030043137
## demo$career4 0.040981629 0.03580263 0.040724420 0.03222338 0.021252942
## demo$career5 0.007863211 0.01392939 0.008967515 0.02029099 0.027398591
## demo$career6 0.043206887 0.03500878 0.041107904 0.03808285 0.022177590
## demo$career7 -0.048851216 -0.03580031 -0.048937498 -0.02726048 -0.004189988
## demo$career8 0.004225851 0.02303317 0.008393525 0.01347657 0.046482236
## 199 200 201 202 203
## (Intercept) 0.113980198 0.1203538876 0.095761324 0.10162844 0.097627772
## demo$career1 -0.009408352 -0.0105037753 -0.019884590 -0.01656924 -0.020368023
## demo$career2 0.023832826 0.0264572320 -0.007357189 0.01140156 -0.006629485
## demo$career3 -0.025442414 -0.0237502759 -0.037270832 -0.03903031 -0.037501753
## demo$career4 0.041687580 0.0423337379 0.019646194 0.03234077 0.019895492
## demo$career5 0.006541981 0.0027717616 0.028760231 0.01891476 0.027035643
## demo$career6 0.040816357 0.0471829585 0.022296790 0.03969849 0.025164168
## demo$career7 -0.055397175 -0.0539100742 -0.004492460 -0.02651992 -0.003857570
## demo$career8 0.011831780 0.0009204835 0.033043292 0.01032711 0.028453118
## 204 205 206 207 208
## (Intercept) 0.107332940 0.123190674 0.583211565 0.112264200 0.110108264
## demo$career1 -0.013875369 -0.009885406 0.009564287 -0.016329872 -0.012436959
## demo$career2 0.007665995 -0.011871615 -0.011211906 0.004527185 0.009653755
## demo$career3 -0.027085017 -0.033852589 0.024460935 -0.031683522 -0.029802641
## demo$career4 0.034669821 0.020825321 -0.035150502 0.023557783 0.032657592
## demo$career5 0.011637671 0.024303560 -0.008961882 0.017732100 0.014594220
## demo$career6 0.039668140 0.027332349 -0.038887391 0.022103349 0.041718037
## demo$career7 -0.031459748 -0.019757547 0.042446699 -0.029831303 -0.029611863
## demo$career8 0.018462603 0.035787612 -0.012092265 0.025154699 0.015687279
## 209 210 211 212 213
## (Intercept) 0.09732946 0.121082560 0.10171121 0.094374026 0.128900910
## demo$career1 -0.01628439 -0.013341121 -0.01372630 -0.015476592 -0.018383854
## demo$career2 0.00523692 -0.025805707 0.01190062 0.008276133 -0.010864091
## demo$career3 -0.03290447 -0.031776884 -0.03572138 -0.041062441 -0.031014162
## demo$career4 0.03232135 0.011408795 0.03394230 0.031399851 0.006507250
## demo$career5 0.01766769 0.029747008 0.01759671 0.023188056 0.024749537
## demo$career6 0.03265992 0.016631789 0.03845215 0.032752775 0.018137511
## demo$career7 -0.02513694 0.003352764 -0.03415118 -0.027490385 0.002942945
## demo$career8 0.02642127 0.037343283 0.01665289 0.022052745 0.026456968
## 214 215 216 217 218
## (Intercept) 0.107625532 0.162370577 0.148613487 0.113980198 0.096338022
## demo$career1 -0.018161579 -0.009993075 -0.008660347 -0.009408352 -0.018940330
## demo$career2 0.013470429 -0.029376613 -0.026547578 0.023832826 0.005417644
## demo$career3 -0.032061012 -0.026177469 -0.029079865 -0.025442414 -0.040424708
## demo$career4 0.032091647 0.004315639 0.015373294 0.041687580 0.025630961
## demo$career5 0.013412163 0.025426818 0.026021620 0.006541981 0.024879385
## demo$career6 0.033706826 0.008156759 0.018119980 0.040816357 0.026430550
## demo$career7 -0.032532325 0.010984309 0.001712456 -0.055397175 -0.020271838
## demo$career8 0.009613712 0.033606768 0.046160286 0.011831780 0.021779179
## 219 220 221 222 223
## (Intercept) 0.114152701 0.11129331 0.141885048 0.1203538876 0.1203538876
## demo$career1 -0.010474001 -0.01559383 -0.009716532 -0.0105037753 -0.0105037753
## demo$career2 0.025618312 0.01279985 -0.006527131 0.0264572320 0.0264572320
## demo$career3 -0.025651748 -0.03229946 -0.025116693 -0.0237502759 -0.0237502759
## demo$career4 0.042086753 0.03092145 0.016258498 0.0423337379 0.0423337379
## demo$career5 0.005142453 0.01238602 0.015896039 0.0027717616 0.0027717616
## demo$career6 0.043100426 0.03669414 0.012353861 0.0471829585 0.0471829585
## demo$career7 -0.054992054 -0.03660456 -0.025133830 -0.0539100742 -0.0539100742
## demo$career8 0.008067995 0.01327899 0.021242657 0.0009204835 0.0009204835
## 224 225 226 227 228
## (Intercept) 0.1585604095 0.1914815031 0.104228841 0.108881781 0.097627772
## demo$career1 -0.0082566473 0.0018344107 -0.013750548 -0.014976063 -0.020368023
## demo$career2 -0.0153960513 -0.0402050667 -0.014283193 -0.004819654 -0.006629485
## demo$career3 -0.0276164867 -0.0180633707 -0.035324985 -0.036763617 -0.037501753
## demo$career4 0.0122899367 -0.0027372774 0.022552835 0.025225010 0.019895492
## demo$career5 0.0218700761 0.0228217048 0.028500330 0.025367506 0.027035643
## demo$career6 0.0184163204 0.0002768763 0.029176749 0.031198199 0.025164168
## demo$career7 -0.0009377398 0.0077434690 -0.007175034 -0.008965600 -0.003857570
## demo$career8 0.0372610368 0.0416228579 0.039691760 0.025302177 0.028453118
## 229 230 231 232 233
## (Intercept) 0.099651296 0.116373414 0.367407830 0.108445551 0.113597472
## demo$career1 -0.019372314 -0.010506714 0.009767418 -0.012903755 -0.014125977
## demo$career2 0.006209773 0.025771532 -0.035235217 0.024127431 -0.008125843
## demo$career3 -0.039829134 -0.025017641 0.009601804 -0.030186682 -0.036881323
## demo$career4 0.026074138 0.042303584 -0.027878940 0.040899472 0.021196302
## demo$career5 0.022625894 0.003981798 0.005885707 0.008455542 0.026146192
## demo$career6 0.030452276 0.045720041 -0.031435264 0.042238731 0.017498246
## demo$career7 -0.019786887 -0.054800255 0.034618259 -0.049073126 -0.015212301
## demo$career8 0.015096877 0.003843107 0.017983314 0.006288646 0.026385369
## 234 235 236 237 238
## (Intercept) 0.121631914 0.540725731 0.095761324 0.094002552 0.111287443
## demo$career1 -0.014092218 0.007757666 -0.019884590 -0.016159328 -0.016438251
## demo$career2 -0.002182471 -0.015047626 -0.007357189 0.009835467 -0.017802905
## demo$career3 -0.035300795 0.023235287 -0.037270832 -0.041051434 -0.033749083
## demo$career4 0.018175205 -0.033795116 0.019646194 0.031860903 0.010920731
## demo$career5 0.023290644 -0.005352775 0.028760231 0.022486561 0.029219981
## demo$career6 0.018460980 -0.040925725 0.022296790 0.034226663 0.015552975
## demo$career7 -0.014568326 0.042765680 -0.004492460 -0.027817497 -0.001576052
## demo$career8 0.015145786 -0.007646419 0.033043292 0.020018490 0.039634832
## 239 240 241 242 243
## (Intercept) 0.182253332 0.25588734 0.095761324 0.146793130 0.104355678
## demo$career1 -0.008126865 -0.00133806 -0.019884590 -0.011550626 -0.017570113
## demo$career2 -0.019174274 -0.01618082 -0.007357189 -0.020206854 -0.002897061
## demo$career3 -0.022535529 -0.01061540 -0.037270832 -0.028017468 -0.033546076
## demo$career4 -0.004447499 -0.01483284 0.019646194 0.003631077 0.022648350
## demo$career5 0.018351594 0.01334440 0.028760231 0.027914816 0.022059767
## demo$career6 -0.002625813 -0.01869180 0.022296790 0.007406759 0.029650782
## demo$career7 0.010176855 0.01926188 -0.004492460 0.003127377 -0.011576799
## demo$career8 0.024352146 0.01356741 0.033043292 0.036722401 0.024970087
## 244 245 246 247 248
## (Intercept) 0.1203538876 0.142731883 0.216767045 0.093141596 0.140511685
## demo$career1 -0.0105037753 -0.006464106 -0.003371837 -0.016277858 -0.013788252
## demo$career2 0.0264572320 -0.020085884 -0.021446585 -0.003548324 -0.020045037
## demo$career3 -0.0237502759 -0.029930603 -0.015167353 -0.039153315 -0.030488710
## demo$career4 0.0423337379 0.016079727 -0.010135050 0.025821079 0.006325178
## demo$career5 0.0027717616 0.024543247 0.014623821 0.027276778 0.025006125
## demo$career6 0.0471829585 0.018370817 -0.010625373 0.028483164 0.015624615
## demo$career7 -0.0539100742 -0.003763701 0.015222978 -0.011456815 0.003570628
## demo$career8 0.0009204835 0.042144112 0.024034511 0.033254306 0.023869416
## 249 250 251 252 253
## (Intercept) 0.247625120 0.103752687 0.127408468 0.10588061 0.117960794
## demo$career1 -0.004316346 -0.020277500 -0.014349659 -0.01180284 -0.012193589
## demo$career2 -0.028452128 -0.005415272 -0.026030869 0.02212123 -0.015615817
## demo$career3 -0.008373450 -0.035271769 -0.030042465 -0.03067278 -0.032454838
## demo$career4 -0.016820530 0.020391521 0.012281105 0.04024223 0.015618739
## demo$career5 0.012525462 0.024967269 0.029291463 0.01111180 0.027574082
## demo$career6 -0.007983765 0.028228308 0.018500196 0.03718709 0.013292443
## demo$career7 0.022428053 -0.003572161 0.003054583 -0.04959620 -0.003365043
## demo$career8 0.020406428 0.022760800 0.041181480 0.01445713 0.036648614
## 254 255 256 257 258
## (Intercept) 0.106758478 0.1236983579 0.096536714 0.114152701 0.114152701
## demo$career1 -0.012849571 -0.0132754833 -0.013861263 -0.010474001 -0.010474001
## demo$career2 0.018403033 -0.0162699614 0.004822934 0.025618312 0.025618312
## demo$career3 -0.029465295 -0.0320348598 -0.040316490 -0.025651748 -0.025651748
## demo$career4 0.039240570 0.0113097845 0.031443971 0.042086753 0.042086753
## demo$career5 0.009450905 0.0270916457 0.023793635 0.005142453 0.005142453
## demo$career6 0.040424434 0.0119834702 0.030837971 0.043100426 0.043100426
## demo$career7 -0.045562626 0.0007369659 -0.028241429 -0.054992054 -0.054992054
## demo$career8 0.012463732 0.0277808829 0.024745169 0.008067995 0.008067995
## 259 260 261 262 263
## (Intercept) 0.115058350 4.867203e-01 0.095761324 0.113207223 0.098371259
## demo$career1 -0.010522864 -4.864146e-03 -0.019884590 -0.015673460 -0.017506009
## demo$career2 0.025680370 -3.427572e-03 -0.007357189 -0.019212166 -0.012777619
## demo$career3 -0.025720912 1.087238e-02 -0.037270832 -0.033299925 -0.036443094
## demo$career4 0.042139313 -2.889664e-02 0.019646194 0.011022692 0.019069768
## demo$career5 0.004472360 5.470603e-05 0.028760231 0.029141085 0.030160030
## demo$career6 0.044622972 -2.399343e-02 0.022296790 0.014688616 0.018617719
## demo$career7 -0.054687487 3.644163e-02 -0.004492460 -0.001576333 -0.004663116
## demo$career8 0.005902083 -1.938060e-02 0.033043292 0.041131115 0.038081649
## 264 265 266 267 268
## (Intercept) 0.346604356 0.489033167 0.1203538876 0.1153645160 0.116373414
## demo$career1 0.005822153 0.009834206 -0.0105037753 -0.0122573448 -0.010506714
## demo$career2 -0.017943627 -0.023717091 0.0264572320 -0.0250757473 0.025771532
## demo$career3 -0.001360445 0.017610931 -0.0237502759 -0.0321999517 -0.025017641
## demo$career4 -0.020014000 -0.033418083 0.0423337379 0.0157171818 0.042303584
## demo$career5 0.005990168 -0.002547962 0.0027717616 0.0302092447 0.003981798
## demo$career6 -0.024826436 -0.034142354 0.0471829585 0.0179048502 0.045720041
## demo$career7 0.025847705 0.039018505 -0.0539100742 -0.0007687653 -0.054800255
## demo$career8 0.010760279 0.003504535 0.0009204835 0.0461336980 0.003843107
## 269 270 271 272 273
## (Intercept) 0.2027994339 0.100132410 0.10010164 0.1533460117 0.161348275
## demo$career1 -0.0016795610 -0.014341593 -0.01777965 -0.0091867007 -0.013899158
## demo$career2 -0.0206387249 0.001019065 0.01194594 -0.0288389639 -0.014167257
## demo$career3 -0.0201693526 -0.034068670 -0.03397039 -0.0254077220 -0.027259440
## demo$career4 -0.0012420034 0.028722410 0.03160757 0.0001314417 -0.002472178
## demo$career5 0.0146630630 0.021352581 0.01689103 0.0247128961 0.022940402
## demo$career6 0.0004638068 0.034665178 0.02813318 0.0108983044 0.004509321
## demo$career7 -0.0031065296 -0.019961086 -0.03393241 0.0050172101 0.010827406
## demo$career8 0.0224153706 0.027535542 0.01928821 0.0328082616 0.023732614
## 274 275 276 277 278
## (Intercept) 0.114152701 0.229656021 0.1553500606 0.095761324 0.09577292
## demo$career1 -0.010474001 -0.003529412 -0.0121404172 -0.019884590 -0.01663151
## demo$career2 0.025618312 -0.014074800 -0.0235989225 -0.007357189 0.01041179
## demo$career3 -0.025651748 -0.015578924 -0.0273484765 -0.037270832 -0.04123427
## demo$career4 0.042086753 -0.010944692 0.0002055526 0.019646194 0.03200593
## demo$career5 0.005142453 0.017637132 0.0238875202 0.028760231 0.02085759
## demo$career6 0.043100426 -0.012442081 0.0110219151 0.022296790 0.03688930
## demo$career7 -0.054992054 0.014727373 0.0093342737 -0.004492460 -0.02704265
## demo$career8 0.008067995 0.014074734 0.0307773310 0.033043292 0.01568532
## 279 280 281 282 283
## (Intercept) 0.0997330572 0.373165605 0.171580207 0.096125425 0.102670644
## demo$career1 -0.0190635319 0.010369023 -0.005329002 -0.017427916 -0.016138984
## demo$career2 0.0007439574 -0.036019391 -0.030581971 -0.001043945 -0.014364868
## demo$career3 -0.0321211264 0.010453804 -0.022865134 -0.038571153 -0.035711134
## demo$career4 0.0261256416 -0.028248803 -0.001670399 0.026749533 0.019185776
## demo$career5 0.0199589324 0.004899161 0.024226963 0.024279701 0.029614902
## demo$career6 0.0248619184 -0.031832532 0.007203062 0.033989716 0.017411518
## demo$career7 -0.0175653713 0.035308042 0.005324030 -0.011451011 -0.004285473
## demo$career8 0.0283083171 0.017561508 0.032397524 0.024363810 0.040410090
## 284 285 286 287 288
## (Intercept) 0.09894783 0.105632049 0.1117975309 0.10363440 0.114152701
## demo$career1 -0.01562984 -0.015613841 -0.0143865694 -0.01149307 -0.010474001
## demo$career2 0.01599616 0.017005598 -0.0208090334 0.01275130 0.025618312
## demo$career3 -0.03456976 -0.032507864 -0.0343777949 -0.03639796 -0.025651748
## demo$career4 0.03745287 0.037793395 0.0149596494 0.03502795 0.042086753
## demo$career5 0.01399287 0.011433896 0.0299820152 0.01905771 0.005142453
## demo$career6 0.03647151 0.040814450 0.0134067287 0.03427092 0.043100426
## demo$career7 -0.03917977 -0.038282330 -0.0001666413 -0.03842169 -0.054992054
## demo$career8 0.01559292 0.008084644 0.0362035793 0.01934607 0.008067995
## 289 290 291 292 293
## (Intercept) 0.138530307 0.110458832 0.1203538876 0.101862952 0.1203538876
## demo$career1 -0.010555791 -0.009515463 -0.0105037753 -0.014825332 -0.0105037753
## demo$career2 -0.034571625 0.012108416 0.0264572320 0.001653834 0.0264572320
## demo$career3 -0.027810944 -0.028078333 -0.0237502759 -0.034297121 -0.0237502759
## demo$career4 0.002932069 0.039097456 0.0423337379 0.028887462 0.0423337379
## demo$career5 0.028901754 0.011314417 0.0027717616 0.019730938 0.0027717616
## demo$career6 0.010911803 0.035576479 0.0471829585 0.037324744 0.0471829585
## demo$career7 0.005151897 -0.046923779 -0.0539100742 -0.019237176 -0.0539100742
## demo$career8 0.042265445 0.020180228 0.0009204835 0.023153243 0.0009204835
## 294 295 296 297 298
## (Intercept) 0.097101279 0.10547290 0.106191631 0.1125987169 0.556901851
## demo$career1 -0.018279937 -0.01246382 -0.016384638 -0.0180245957 0.008986214
## demo$career2 -0.010755760 0.02357047 -0.007767617 -0.0119863301 -0.013033658
## demo$career3 -0.036940040 -0.03068745 -0.036559923 -0.0344439773 0.024252713
## demo$career4 0.018868884 0.04065207 0.022812888 0.0162700868 -0.034147997
## demo$career5 0.029868076 0.01046901 0.024754709 0.0255821395 -0.007286023
## demo$career6 0.019278368 0.03858362 0.030148451 0.0235465945 -0.041208176
## demo$career7 -0.004212001 -0.04983227 -0.006275450 0.0002773261 0.043187108
## demo$career8 0.036786400 0.01252086 0.021953601 0.0202895463 -0.010622657
## 299 300 301 302 303
## (Intercept) 0.117927888 0.1203538876 0.1203538876 0.112811357 0.096137439
## demo$career1 -0.007181711 -0.0105037753 -0.0105037753 -0.012915228 -0.019178104
## demo$career2 0.019568464 0.0264572320 0.0264572320 -0.024809909 -0.009047189
## demo$career3 -0.024243909 -0.0237502759 -0.0237502759 -0.032527293 -0.037260225
## demo$career4 0.041999520 0.0423337379 0.0423337379 0.015745240 0.019116752
## demo$career5 0.006917662 0.0027717616 0.0027717616 0.030704139 0.029503771
## demo$career6 0.038399306 0.0471829585 0.0471829585 0.018284796 0.020711088
## demo$career7 -0.056490720 -0.0539100742 -0.0539100742 -0.001180467 -0.004061233
## demo$career8 0.015576866 0.0009204835 0.0009204835 0.045230685 0.035200855
## 304 305 306 307 308
## (Intercept) 0.115058350 0.108506669 0.101862952 0.09577292 0.2867086510
## demo$career1 -0.010522864 -0.018891512 -0.014825332 -0.01663151 0.0050547365
## demo$career2 0.025680370 -0.012210117 0.001653834 0.01041179 -0.0395796175
## demo$career3 -0.025720912 -0.034634709 -0.034297121 -0.04123427 -0.0007676691
## demo$career4 0.042139313 0.011606685 0.028887462 0.03200593 -0.0194511536
## demo$career5 0.004472360 0.027820369 0.019730938 0.02085759 0.0076383069
## demo$career6 0.044622972 0.019343734 0.037324744 0.03688930 -0.0166579168
## demo$career7 -0.054687487 -0.001443081 -0.019237176 -0.02704265 0.0271848254
## demo$career8 0.005902083 0.034489937 0.023153243 0.01568532 0.0284264699
## 309 310 311 312
## (Intercept) 0.109492749 0.272311629 0.097101279 0.191709937
## demo$career1 -0.013335517 0.007159481 -0.018279937 -0.003279452
## demo$career2 0.005210089 -0.043773616 -0.010755760 -0.021277560
## demo$career3 -0.031845051 -0.004276600 -0.036940040 -0.023465409
## demo$career4 0.031568638 -0.014476121 0.018868884 0.002335332
## demo$career5 0.016956233 0.011192251 0.029868076 0.021719674
## demo$career6 0.023489706 -0.015637752 0.019278368 0.008868891
## demo$career7 -0.034210313 0.023068194 -0.004212001 0.006300608
## demo$career8 0.026732171 0.033450641 0.036786400 0.028497359
##
## $f.perms
## [,1]
## [1,] 0.8089149
## [2,] 1.0663048
## [3,] 0.4781863
## [4,] 1.6062280
## [5,] 2.2133381
## [6,] 0.7741886
## [7,] 1.3363557
## [8,] 1.7974930
## [9,] 1.0197244
## [10,] 0.7433053
## [11,] 0.7053236
## [12,] 0.9581552
## [13,] 0.9388833
## [14,] 0.3539382
## [15,] 0.8312857
## [16,] 1.5103965
## [17,] 1.2322586
## [18,] 0.5501133
## [19,] 1.5958333
## [20,] 0.4470075
## [21,] 1.1456089
## [22,] 2.3733334
## [23,] 0.6066545
## [24,] 0.8813451
## [25,] 0.8129926
## [26,] 1.6616277
## [27,] 1.0444958
## [28,] 1.1394419
## [29,] 1.6071633
## [30,] 0.7528485
## [31,] 1.0537491
## [32,] 1.0326828
## [33,] 1.0069739
## [34,] 0.6173563
## [35,] 1.2543328
## [36,] 0.5984791
## [37,] 1.9223943
## [38,] 1.2194324
## [39,] 0.6848488
## [40,] 1.0559220
## [41,] 1.1715365
## [42,] 0.7294537
## [43,] 1.3829431
## [44,] 0.5530516
## [45,] 0.7946789
## [46,] 0.9549420
## [47,] 1.3045339
## [48,] 1.1147261
## [49,] 0.2603453
## [50,] 1.7881311
## [51,] 0.7132821
## [52,] 0.6203990
## [53,] 0.9774767
## [54,] 2.1199031
## [55,] 1.2730904
## [56,] 1.5683756
## [57,] 1.4009469
## [58,] 0.7762407
## [59,] 0.7539568
## [60,] 0.9521856
## [61,] 0.5543027
## [62,] 0.4245621
## [63,] 0.7127595
## [64,] 1.2290486
## [65,] 0.5793453
## [66,] 1.2995053
## [67,] 0.7588787
## [68,] 0.8191604
## [69,] 0.9167518
## [70,] 0.8975963
## [71,] 0.8483061
## [72,] 0.6676639
## [73,] 0.8796651
## [74,] 0.8133670
## [75,] 0.4552678
## [76,] 1.0515981
## [77,] 2.1190543
## [78,] 0.8826818
## [79,] 0.9457952
## [80,] 0.5565650
## [81,] 1.2322771
## [82,] 0.8713773
## [83,] 0.9040034
## [84,] 0.5822552
## [85,] 0.7172198
## [86,] 0.9496107
## [87,] 0.3962262
## [88,] 1.0529634
## [89,] 1.2025525
## [90,] 1.9290731
## [91,] 0.8606211
## [92,] 0.9749753
## [93,] 0.6422732
## [94,] 0.7502195
## [95,] 0.4644691
## [96,] 0.8581131
## [97,] 0.7764521
## [98,] 0.7239671
## [99,] 1.1033253
## [100,] 1.4804844
## [101,] 0.6182496
## [102,] 0.3992530
## [103,] 1.2840259
## [104,] 1.2829310
## [105,] 0.6487584
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## [807,] 0.9051769
## [808,] 0.8920187
## [809,] 1.4967309
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## [812,] 1.0320393
## [813,] 0.6872091
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## [827,] 0.8443847
## [828,] 2.0392745
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## [830,] 0.4804207
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## [832,] 1.0328376
## [833,] 0.8926865
## [834,] 1.5313342
## [835,] 0.6540297
## [836,] 1.1478603
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## [840,] 0.9187379
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## [842,] 0.7558939
## [843,] 1.1198482
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## [852,] 0.5997537
## [853,] 0.9090969
## [854,] 1.4097336
## [855,] 0.2996258
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## [857,] 3.0824008
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## [863,] 0.7189838
## [864,] 0.9514424
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## [866,] 0.7104095
## [867,] 1.2505684
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## [869,] 1.3701729
## [870,] 0.8236219
## [871,] 1.3462963
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## [932,] 0.5880438
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## [934,] 2.0379123
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## [936,] 1.3082668
## [937,] 1.7538681
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## [939,] 0.5740900
## [940,] 1.2127649
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## [943,] 0.7034970
## [944,] 1.8310983
## [945,] 1.2360436
## [946,] 1.4423410
## [947,] 0.4767512
## [948,] 0.6006411
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## [950,] 1.2868503
## [951,] 0.8593893
## [952,] 1.1757763
## [953,] 1.3369942
## [954,] 0.6937808
## [955,] 0.8696676
## [956,] 0.8002754
## [957,] 0.9757232
## [958,] 0.7666836
## [959,] 0.3393195
## [960,] 0.9152261
## [961,] 0.8415067
## [962,] 1.0771786
## [963,] 1.8173370
## [964,] 1.1397874
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## [966,] 1.0347972
## [967,] 0.7837157
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## [969,] 1.2648033
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## [972,] 1.0664110
## [973,] 0.8928298
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## [975,] 0.8154753
## [976,] 1.3143259
## [977,] 0.7897090
## [978,] 0.8081860
## [979,] 0.5755064
## [980,] 0.5770891
## [981,] 1.6095756
## [982,] 1.9225346
## [983,] 1.3163192
## [984,] 0.4018037
## [985,] 1.2012430
## [986,] 1.5391209
## [987,] 0.7302119
## [988,] 1.5471184
## [989,] 0.8113238
## [990,] 0.5183513
## [991,] 0.5206124
## [992,] 0.6759390
## [993,] 1.2054273
## [994,] 0.4673864
## [995,] 1.1948979
## [996,] 1.1740901
## [997,] 0.5057214
## [998,] 0.5545561
## [999,] 1.7778649
##
## $model.matrix
## (Intercept) demo$career1 demo$career2 demo$career3 demo$career4
## 1 1 0 0 0 0
## 2 1 0 0 0 0
## 3 1 0 0 0 1
## 4 1 0 0 0 1
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## 311 1 0 0 0 0
## 312 1 0 0 0 0
## demo$career5 demo$career6 demo$career7 demo$career8
## 1 1 0 0 0
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## 6 0 0 0 0
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## 13 0 0 0 0
## 14 0 0 0 0
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## 16 -1 -1 -1 -1
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## 55 0 1 0 0
## 56 0 1 0 0
## 57 -1 -1 -1 -1
## 58 1 0 0 0
## 59 0 0 0 0
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## 62 0 0 0 0
## 63 0 0 0 0
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## 65 0 0 0 0
## 66 0 0 0 0
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## 68 0 1 0 0
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## 76 1 0 0 0
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## 226 -1 -1 -1 -1
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##
## $terms
## se ~ demo$career
## attr(,"variables")
## list(se, demo$career)
## attr(,"factors")
## demo$career
## se 0
## demo$career 1
## attr(,"term.labels")
## [1] "demo$career"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"This shows that the differences in answers are not significant,
according to career goals.
Grade Motivation
Now, Grade Motivation:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$career 8 0.1076 0.013446 0.60059 0.01561 0.781
## Residuals 303 6.7833 0.022387 0.98439
## Total 311 6.8909 1.00000
##
## $call
## adonis(formula = gm ~ demo$career)
##
## $coefficients
## gm1 gm2 gm3 gm4 gm5
## (Intercept) 4.57883114 4.54319531 4.50221248 4.53738477 3.9835293
## demo$career1 0.19894664 0.25680469 0.20889863 0.24039301 0.1498040
## demo$career2 -0.04036960 -0.31242608 0.11317213 -0.15276938 -0.2142986
## demo$career3 -0.24549781 -0.07652864 -0.36887915 -0.13738477 -0.1168627
## demo$career4 -0.05424098 -0.14155596 -0.05958953 -0.02918805 -0.2212342
## demo$career5 -0.06494225 -0.01541753 0.05334307 0.07372634 -0.1918627
## demo$career6 -0.12883114 -0.09319531 0.04778752 -0.03738477 -0.1335293
## demo$career7 -0.00740257 -0.11462388 -0.07364105 0.03404380 0.4450421
## demo$career8 0.25450219 0.20680469 0.24778752 0.21261523 0.2664707
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.06998013 0.094310274 0.065043469 0.065043469 0.074624980
## demo$career1 -0.02263645 0.007917067 -0.020505881 -0.020505881 -0.018664813
## demo$career2 0.01774456 0.020670456 0.018447415 0.018447415 0.014427807
## demo$career3 0.01644858 -0.019371106 0.009588435 0.009588435 0.008375993
## demo$career4 0.01780242 0.020266424 0.016803458 0.016803458 0.011669705
## demo$career5 0.01205356 0.027558805 0.013201162 0.013201162 0.009852439
## demo$career6 0.01122143 0.004951539 0.008891304 0.008891304 0.007169636
## demo$career7 -0.01292267 -0.029163579 -0.009982725 -0.009982725 0.003792285
## demo$career8 -0.03208238 -0.011275605 -0.027050863 -0.027050863 -0.025598360
## 6 7 8 9 10
## (Intercept) 0.0874910306 0.084103793 0.06998013 0.065043469 0.06998013
## demo$career1 -0.0047712601 -0.001620584 -0.02263645 -0.020505881 -0.02263645
## demo$career2 0.0147196642 0.017713541 0.01774456 0.018447415 0.01774456
## demo$career3 0.0006953346 -0.005265182 0.01644858 0.009588435 0.01644858
## demo$career4 0.0179794568 0.017271403 0.01780242 0.016803458 0.01780242
## demo$career5 0.0211940425 0.023696305 0.01205356 0.013201162 0.01205356
## demo$career6 0.0110633634 0.007127589 0.01122143 0.008891304 0.01122143
## demo$career7 -0.0238101896 -0.022417306 -0.01292267 -0.009982725 -0.01292267
## demo$career8 -0.0207554273 -0.016705263 -0.03208238 -0.027050863 -0.03208238
## 11 12 13 14 15
## (Intercept) 0.06998013 0.06998013 0.065043469 0.06998013 0.06998013
## demo$career1 -0.02263645 -0.02263645 -0.020505881 -0.02263645 -0.02263645
## demo$career2 0.01774456 0.01774456 0.018447415 0.01774456 0.01774456
## demo$career3 0.01644858 0.01644858 0.009588435 0.01644858 0.01644858
## demo$career4 0.01780242 0.01780242 0.016803458 0.01780242 0.01780242
## demo$career5 0.01205356 0.01205356 0.013201162 0.01205356 0.01205356
## demo$career6 0.01122143 0.01122143 0.008891304 0.01122143 0.01122143
## demo$career7 -0.01292267 -0.01292267 -0.009982725 -0.01292267 -0.01292267
## demo$career8 -0.03208238 -0.03208238 -0.027050863 -0.03208238 -0.03208238
## 16 17 18 19 20
## (Intercept) 0.114118412 0.06998013 0.102914851 0.074624980 0.105107992
## demo$career1 0.020726613 -0.02263645 0.017787545 -0.018664813 0.010554383
## demo$career2 0.017551669 0.01774456 0.022008138 0.014427807 0.016326520
## demo$career3 -0.031248877 0.01644858 -0.029010122 0.008375993 -0.021337812
## demo$career4 0.017551847 0.01780242 0.023088696 0.011669705 0.014809121
## demo$career5 0.031058028 0.01205356 0.034281051 0.009852439 0.024269716
## demo$career6 0.005138103 0.01122143 0.007026789 0.007169636 0.003046554
## demo$career7 -0.019571181 -0.01292267 -0.034205782 0.003792285 -0.014787202
## demo$career8 -0.001404124 -0.03208238 -0.003568676 -0.025598360 -0.009347089
## 21 22 23 24 25
## (Intercept) 0.06998013 0.06998013 0.082638194 0.243083630 0.065043469
## demo$career1 -0.02263645 -0.02263645 -0.002130294 0.027787919 -0.020505881
## demo$career2 0.01774456 0.01774456 0.015332986 0.005684224 0.018447415
## demo$career3 0.01644858 0.01644858 -0.006829886 -0.039321891 0.009588435
## demo$career4 0.01780242 0.01780242 0.016925024 0.007539243 0.016803458
## demo$career5 0.01205356 0.01205356 0.022584749 0.024603293 0.013201162
## demo$career6 0.01122143 0.01122143 0.008643694 0.006458270 0.008891304
## demo$career7 -0.01292267 -0.01292267 -0.020951706 -0.015244390 -0.009982725
## demo$career8 -0.03208238 -0.03208238 -0.015239663 0.002603638 -0.027050863
## 26 27 28 29 30
## (Intercept) 0.617476268 0.1069971261 0.097130926 0.06998013 0.079364968
## demo$career1 0.011758150 -0.0080595155 0.004869191 -0.02263645 -0.014178576
## demo$career2 -0.011742059 0.0045722856 0.018290678 0.01774456 0.020572780
## demo$career3 -0.003951533 0.0040964562 -0.006498816 0.01644858 0.003718472
## demo$career4 -0.018024354 0.0067157399 0.020986813 0.01780242 0.020636499
## demo$career5 -0.018408955 0.0085616429 0.028595946 0.01205356 0.015434161
## demo$career6 -0.012465964 0.0049897399 0.011653157 0.01122143 0.009256382
## demo$career7 0.014953945 0.0003098476 -0.029990720 -0.01292267 -0.019043980
## demo$career8 0.025846118 -0.0189036291 -0.015078612 -0.03208238 -0.027335720
## 31 32 33 34 35
## (Intercept) 0.074624980 0.4229383275 0.074624980 0.065043469 0.074624980
## demo$career1 -0.018664813 0.0226763018 -0.018664813 -0.020505881 -0.018664813
## demo$career2 0.014427807 -0.0084686794 0.014427807 0.018447415 0.014427807
## demo$career3 0.008375993 -0.0245155166 0.008375993 0.009588435 0.008375993
## demo$career4 0.011669705 -0.0076771696 0.011669705 0.016803458 0.011669705
## demo$career5 0.009852439 0.0050887027 0.009852439 0.013201162 0.009852439
## demo$career6 0.007169636 -0.0005306101 0.007169636 0.008891304 0.007169636
## demo$career7 0.003792285 0.0007803763 0.003792285 -0.009982725 0.003792285
## demo$career8 -0.025598360 0.0159725613 -0.025598360 -0.027050863 -0.025598360
## 36 37 38 39 40
## (Intercept) 0.06998013 0.074624980 0.074624980 0.617476268 0.06998013
## demo$career1 -0.02263645 -0.018664813 -0.018664813 0.011758150 -0.02263645
## demo$career2 0.01774456 0.014427807 0.014427807 -0.011742059 0.01774456
## demo$career3 0.01644858 0.008375993 0.008375993 -0.003951533 0.01644858
## demo$career4 0.01780242 0.011669705 0.011669705 -0.018024354 0.01780242
## demo$career5 0.01205356 0.009852439 0.009852439 -0.018408955 0.01205356
## demo$career6 0.01122143 0.007169636 0.007169636 -0.012465964 0.01122143
## demo$career7 -0.01292267 0.003792285 0.003792285 0.014953945 -0.01292267
## demo$career8 -0.03208238 -0.025598360 -0.025598360 0.025846118 -0.03208238
## 41 42 43 44 45
## (Intercept) 0.074624980 0.06998013 0.065043469 0.065043469 0.06998013
## demo$career1 -0.018664813 -0.02263645 -0.020505881 -0.020505881 -0.02263645
## demo$career2 0.014427807 0.01774456 0.018447415 0.018447415 0.01774456
## demo$career3 0.008375993 0.01644858 0.009588435 0.009588435 0.01644858
## demo$career4 0.011669705 0.01780242 0.016803458 0.016803458 0.01780242
## demo$career5 0.009852439 0.01205356 0.013201162 0.013201162 0.01205356
## demo$career6 0.007169636 0.01122143 0.008891304 0.008891304 0.01122143
## demo$career7 0.003792285 -0.01292267 -0.009982725 -0.009982725 -0.01292267
## demo$career8 -0.025598360 -0.03208238 -0.027050863 -0.027050863 -0.03208238
## 46 47 48 49 50
## (Intercept) 0.211388349 0.107629138 0.381851722 0.074624980 0.072602643
## demo$career1 0.027682327 0.014553310 0.024913135 -0.018664813 -0.011922884
## demo$career2 0.003356795 0.021263519 -0.013138626 0.014427807 0.019716925
## demo$career3 -0.041803949 -0.020629610 -0.024286788 0.008375993 0.001214311
## demo$career4 0.011732591 0.024070485 -0.002930662 0.011669705 0.019382656
## demo$career5 0.029845438 0.032575032 0.009093822 0.009852439 0.019178663
## demo$career6 0.005195702 0.009578321 0.001296047 0.007169636 0.010898601
## demo$career7 -0.016402662 -0.036926887 -0.002182613 0.003792285 -0.014277136
## demo$career8 0.001753843 -0.009611304 0.013726556 -0.025598360 -0.020205615
## 51 52 53 54 55
## (Intercept) 0.467959042 0.114118412 0.06998013 0.563592811 0.074624980
## demo$career1 0.015809650 0.020726613 -0.02263645 0.012904593 -0.018664813
## demo$career2 -0.005652879 0.017551669 0.01774456 -0.009639629 0.014427807
## demo$career3 -0.021380923 -0.031248877 0.01644858 -0.009890077 0.008375993
## demo$career4 -0.008249508 0.017551847 0.01780242 -0.016033742 0.011669705
## demo$career5 0.004714938 0.031058028 0.01205356 -0.011082141 0.009852439
## demo$career6 -0.003925267 0.005138103 0.01122143 -0.008450586 0.007169636
## demo$career7 0.002734286 -0.019571181 -0.01292267 0.011082836 0.003792285
## demo$career8 0.017087274 -0.001404124 -0.03208238 0.023310534 -0.025598360
## 56 57 58 59 60
## (Intercept) 0.0847144795 0.081913902 0.074624980 0.074624980 0.3862069713
## demo$career1 -0.0090283668 -0.002439593 -0.018664813 -0.018664813 0.0219915770
## demo$career2 0.0099192112 0.023399936 0.014427807 0.014427807 -0.0261895274
## demo$career3 0.0004942558 -0.005967781 0.008375993 0.008375993 -0.0096182286
## demo$career4 0.0090320253 0.022420168 0.011669705 0.011669705 0.0001171713
## demo$career5 0.0130408328 0.026533454 0.009852439 0.009852439 0.0085084132
## demo$career6 0.0048345480 0.011486849 0.007169636 0.007169636 -0.0030592026
## demo$career7 -0.0024539089 -0.020227414 0.003792285 0.003792285 0.0033143545
## demo$career8 -0.0207551027 -0.014515371 -0.025598360 -0.025598360 0.0157815631
## 61 62 63 64 65
## (Intercept) 0.06998013 0.072602643 0.138647636 0.065043469 0.072602643
## demo$career1 -0.02263645 -0.011922884 0.022508715 -0.020505881 -0.011922884
## demo$career2 0.01774456 0.019716925 0.011864502 0.018447415 0.019716925
## demo$career3 0.01644858 0.001214311 -0.028047215 0.009588435 0.001214311
## demo$career4 0.01780242 0.019382656 0.015256515 0.016803458 0.019382656
## demo$career5 0.01205356 0.019178663 0.026591663 0.013201162 0.019178663
## demo$career6 0.01122143 0.010898601 0.005302432 0.008891304 0.010898601
## demo$career7 -0.01292267 -0.014277136 -0.016977068 -0.009982725 -0.014277136
## demo$career8 -0.03208238 -0.020205615 0.001072327 -0.027050863 -0.020205615
## 66 67 68 69 70
## (Intercept) 0.074743130 0.06998013 0.072602643 0.06998013 0.074624980
## demo$career1 -0.011120903 -0.02263645 -0.011922884 -0.02263645 -0.018664813
## demo$career2 0.014157635 0.01774456 0.019716925 0.01774456 0.014427807
## demo$career3 0.001905035 0.01644858 0.001214311 0.01644858 0.008375993
## demo$career4 0.014348654 0.01780242 0.019382656 0.01780242 0.011669705
## demo$career5 0.016405682 0.01205356 0.019178663 0.01205356 0.009852439
## demo$career6 0.006634706 0.01122143 0.010898601 0.01122143 0.007169636
## demo$career7 -0.016417623 -0.01292267 -0.014277136 -0.01292267 0.003792285
## demo$career8 -0.022346102 -0.03208238 -0.020205615 -0.03208238 -0.025598360
## 71 72 73 74 75
## (Intercept) 0.065043469 0.092068643 0.06998013 0.074624980 0.06998013
## demo$career1 -0.020505881 0.007080295 -0.02263645 -0.018664813 -0.02263645
## demo$career2 0.018447415 0.026489904 0.01774456 0.014427807 0.01774456
## demo$career3 0.009588435 -0.020085950 0.01644858 0.008375993 0.01644858
## demo$career4 0.016803458 0.025535310 0.01780242 0.011669705 0.01780242
## demo$career5 0.013201162 0.030463163 0.01205356 0.009852439 0.01205356
## demo$career6 0.008891304 0.009410526 0.01122143 0.007169636 0.01122143
## demo$career7 -0.009982725 -0.026921948 -0.01292267 0.003792285 -0.01292267
## demo$career8 -0.027050863 -0.009033974 -0.03208238 -0.025598360 -0.03208238
## 76 77 78 79 80
## (Intercept) 0.06998013 0.074624980 0.074624980 0.102182745 0.074624980
## demo$career1 -0.02263645 -0.018664813 -0.018664813 -0.008969040 -0.018664813
## demo$career2 0.01774456 0.014427807 0.014427807 0.017927263 0.014427807
## demo$career3 0.01644858 0.008375993 0.008375993 -0.007687724 0.008375993
## demo$career4 0.01780242 0.011669705 0.011669705 0.012406166 0.011669705
## demo$career5 0.01205356 0.009852439 0.009852439 0.016007379 0.009852439
## demo$career6 0.01122143 0.007169636 0.007169636 0.012021477 0.007169636
## demo$career7 -0.01292267 0.003792285 0.003792285 -0.002018629 0.003792285
## demo$career8 -0.03208238 -0.025598360 -0.025598360 -0.018593753 -0.025598360
## 81 82 83 84 85
## (Intercept) 0.074624980 0.101550088 0.074743130 0.0949429309 0.06998013
## demo$career1 -0.018664813 -0.001387686 -0.011120903 0.0003357129 -0.02263645
## demo$career2 0.014427807 0.025916011 0.014157635 0.0126817076 0.01774456
## demo$career3 0.008375993 -0.013581602 0.001905035 -0.0134772276 0.01644858
## demo$career4 0.011669705 0.020840244 0.014348654 0.0118323451 0.01780242
## demo$career5 0.009852439 0.026917485 0.016405682 0.0166486992 0.01205356
## demo$career6 0.007169636 0.014360964 0.006634706 0.0026120522 0.01122143
## demo$career7 0.003792285 -0.022466110 -0.016417623 -0.0087160966 -0.01292267
## demo$career8 -0.025598360 -0.014450378 -0.022346102 -0.0154189791 -0.03208238
## 86 87 88 89 90
## (Intercept) 0.065043469 0.0847144795 0.617476268 0.065043469 0.147032163
## demo$career1 -0.020505881 -0.0090283668 0.011758150 -0.020505881 0.020962906
## demo$career2 0.018447415 0.0099192112 -0.011742059 0.018447415 0.020846483
## demo$career3 0.009588435 0.0004942558 -0.003951533 0.009588435 -0.040586877
## demo$career4 0.016803458 0.0090320253 -0.018024354 0.016803458 0.020254080
## demo$career5 0.013201162 0.0130408328 -0.018408955 0.013201162 0.034992548
## demo$career6 0.008891304 0.0048345480 -0.012465964 0.008891304 0.009098927
## demo$career7 -0.009982725 -0.0024539089 0.014953945 -0.009982725 -0.033083603
## demo$career8 -0.027050863 -0.0207551027 0.025846118 -0.027050863 -0.004084081
## 91 92 93 94 95
## (Intercept) 0.065043469 0.06998013 0.065043469 0.102914851 0.149968519
## demo$career1 -0.020505881 -0.02263645 -0.020505881 0.017787545 0.018549638
## demo$career2 0.018447415 0.01774456 0.018447415 0.022008138 0.016997093
## demo$career3 0.009588435 0.01644858 0.009588435 -0.029010122 -0.026901494
## demo$career4 0.016803458 0.01780242 0.016803458 0.023088696 0.021938105
## demo$career5 0.013201162 0.01205356 0.013201162 0.034281051 0.033522818
## demo$career6 0.008891304 0.01122143 0.008891304 0.007026789 0.012745685
## demo$career7 -0.009982725 -0.01292267 -0.009982725 -0.034205782 -0.042517830
## demo$career8 -0.027050863 -0.03208238 -0.027050863 -0.003568676 -0.009355772
## 96 97 98 99 100
## (Intercept) 0.06998013 0.06998013 0.563592811 0.065043469 0.079364968
## demo$career1 -0.02263645 -0.02263645 0.012904593 -0.020505881 -0.014178576
## demo$career2 0.01774456 0.01774456 -0.009639629 0.018447415 0.020572780
## demo$career3 0.01644858 0.01644858 -0.009890077 0.009588435 0.003718472
## demo$career4 0.01780242 0.01780242 -0.016033742 0.016803458 0.020636499
## demo$career5 0.01205356 0.01205356 -0.011082141 0.013201162 0.015434161
## demo$career6 0.01122143 0.01122143 -0.008450586 0.008891304 0.009256382
## demo$career7 -0.01292267 -0.01292267 0.011082836 -0.009982725 -0.019043980
## demo$career8 -0.03208238 -0.03208238 0.023310534 -0.027050863 -0.027335720
## 101 102 103 104 105
## (Intercept) 0.06998013 0.079617111 0.138040500 0.184957539 0.065043469
## demo$career1 -0.02263645 -0.013504793 0.021338073 0.025863319 -0.020505881
## demo$career2 0.01774456 0.013557352 0.013160913 0.008043050 0.018447415
## demo$career3 0.01644858 0.009080987 -0.031480483 -0.038630637 0.009588435
## demo$career4 0.01780242 0.015429179 0.016187327 0.013295229 0.016803458
## demo$career5 0.01205356 0.015171539 0.029317585 0.029935522 0.013201162
## demo$career6 0.01122143 0.009054476 0.003131790 0.006225743 0.008891304
## demo$career7 -0.01292267 -0.019296123 -0.016369932 -0.021105982 -0.009982725
## demo$career8 -0.03208238 -0.027587862 0.001679463 0.002514015 -0.027050863
## 106 107 108 109 110
## (Intercept) 0.102914851 0.082638194 0.081913902 0.065043469 0.06998013
## demo$career1 0.017787545 -0.002130294 -0.002439593 -0.020505881 -0.02263645
## demo$career2 0.022008138 0.015332986 0.023399936 0.018447415 0.01774456
## demo$career3 -0.029010122 -0.006829886 -0.005967781 0.009588435 0.01644858
## demo$career4 0.023088696 0.016925024 0.022420168 0.016803458 0.01780242
## demo$career5 0.034281051 0.022584749 0.026533454 0.013201162 0.01205356
## demo$career6 0.007026789 0.008643694 0.011486849 0.008891304 0.01122143
## demo$career7 -0.034205782 -0.020951706 -0.020227414 -0.009982725 -0.01292267
## demo$career8 -0.003568676 -0.015239663 -0.014515371 -0.027050863 -0.03208238
## 111 112 113 114 115
## (Intercept) 0.079617111 0.06998013 0.079364968 0.06998013 0.06998013
## demo$career1 -0.013504793 -0.02263645 -0.014178576 -0.02263645 -0.02263645
## demo$career2 0.013557352 0.01774456 0.020572780 0.01774456 0.01774456
## demo$career3 0.009080987 0.01644858 0.003718472 0.01644858 0.01644858
## demo$career4 0.015429179 0.01780242 0.020636499 0.01780242 0.01780242
## demo$career5 0.015171539 0.01205356 0.015434161 0.01205356 0.01205356
## demo$career6 0.009054476 0.01122143 0.009256382 0.01122143 0.01122143
## demo$career7 -0.019296123 -0.01292267 -0.019043980 -0.01292267 -0.01292267
## demo$career8 -0.027587862 -0.03208238 -0.027335720 -0.03208238 -0.03208238
## 116 117 118 119 120
## (Intercept) 0.074624980 0.086782849 0.074624980 0.074624980 0.0847144795
## demo$career1 -0.018664813 -0.005073179 -0.018664813 -0.018664813 -0.0090283668
## demo$career2 0.014427807 0.022598995 0.014427807 0.014427807 0.0099192112
## demo$career3 0.008375993 0.001535269 0.008375993 0.008375993 0.0004942558
## demo$career4 0.011669705 0.023353977 0.011669705 0.011669705 0.0090320253
## demo$career5 0.009852439 0.025053272 0.009852439 0.009852439 0.0130408328
## demo$career6 0.007169636 0.013846644 0.007169636 0.007169636 0.0048345480
## demo$career7 0.003792285 -0.023102008 0.003792285 0.003792285 -0.0024539089
## demo$career8 -0.025598360 -0.020047245 -0.025598360 -0.025598360 -0.0207551027
## 121 122 123 124 125
## (Intercept) 0.06998013 0.06998013 0.06998013 0.120046879 0.081913902
## demo$career1 -0.02263645 -0.02263645 -0.02263645 -0.018437956 -0.002439593
## demo$career2 0.01774456 0.01774456 0.01774456 0.007670906 0.023399936
## demo$career3 0.01644858 0.01644858 0.01644858 0.014681316 -0.005967781
## demo$career4 0.01780242 0.01780242 0.01780242 0.009106516 0.022420168
## demo$career5 0.01205356 0.01205356 0.01205356 0.002707656 0.026533454
## demo$career6 0.01122143 0.01122143 0.01122143 0.006314150 0.011486849
## demo$career7 -0.01292267 -0.01292267 -0.01292267 0.008340234 -0.020227414
## demo$career8 -0.03208238 -0.03208238 -0.03208238 -0.023383837 -0.014515371
## 126 127 128 129 130
## (Intercept) 0.06998013 0.074624980 9.222947e-02 0.06998013 0.065043469
## demo$career1 -0.02263645 -0.018664813 -9.977524e-05 -0.02263645 -0.020505881
## demo$career2 0.01774456 0.014427807 1.925476e-02 0.01774456 0.018447415
## demo$career3 0.01644858 0.008375993 -7.582675e-03 0.01644858 0.009588435
## demo$career4 0.01780242 0.011669705 1.715450e-02 0.01780242 0.016803458
## demo$career5 0.01205356 0.009852439 2.331440e-02 0.01205356 0.013201162
## demo$career6 0.01122143 0.007169636 9.765092e-03 0.01122143 0.008891304
## demo$career7 -0.01292267 0.003792285 -6.002635e-03 -0.01292267 -0.009982725
## demo$career8 -0.03208238 -0.025598360 -1.270552e-02 -0.03208238 -0.027050863
## 131 132 133 134 135
## (Intercept) 0.077523849 0.074624980 0.096211916 0.065043469 0.074624980
## demo$career1 -0.014290438 -0.018664813 -0.017935036 -0.020505881 -0.018664813
## demo$career2 0.018995095 0.014427807 0.009342249 0.018447415 0.014427807
## demo$career3 0.008401782 0.008375993 0.012046533 0.009588435 0.008375993
## demo$career4 0.020353426 0.011669705 0.009469135 0.016803458 0.011669705
## demo$career5 0.017883191 0.009852439 0.005429292 0.013201162 0.009852439
## demo$career6 0.013227088 0.007169636 0.007374260 0.008891304 0.007169636
## demo$career7 -0.017202861 0.003792285 0.006622738 -0.009982725 0.003792285
## demo$career8 -0.025494600 -0.025598360 -0.023898321 -0.027050863 -0.025598360
## 136 137 138 139 140
## (Intercept) 0.074624980 0.074743130 0.06998013 0.06998013 0.074624980
## demo$career1 -0.018664813 -0.011120903 -0.02263645 -0.02263645 -0.018664813
## demo$career2 0.014427807 0.014157635 0.01774456 0.01774456 0.014427807
## demo$career3 0.008375993 0.001905035 0.01644858 0.01644858 0.008375993
## demo$career4 0.011669705 0.014348654 0.01780242 0.01780242 0.011669705
## demo$career5 0.009852439 0.016405682 0.01205356 0.01205356 0.009852439
## demo$career6 0.007169636 0.006634706 0.01122143 0.01122143 0.007169636
## demo$career7 0.003792285 -0.016417623 -0.01292267 -0.01292267 0.003792285
## demo$career8 -0.025598360 -0.022346102 -0.03208238 -0.03208238 -0.025598360
## 141 142 143 144 145
## (Intercept) 0.065043469 0.06998013 0.06998013 0.065043469 0.074624980
## demo$career1 -0.020505881 -0.02263645 -0.02263645 -0.020505881 -0.018664813
## demo$career2 0.018447415 0.01774456 0.01774456 0.018447415 0.014427807
## demo$career3 0.009588435 0.01644858 0.01644858 0.009588435 0.008375993
## demo$career4 0.016803458 0.01780242 0.01780242 0.016803458 0.011669705
## demo$career5 0.013201162 0.01205356 0.01205356 0.013201162 0.009852439
## demo$career6 0.008891304 0.01122143 0.01122143 0.008891304 0.007169636
## demo$career7 -0.009982725 -0.01292267 -0.01292267 -0.009982725 0.003792285
## demo$career8 -0.027050863 -0.03208238 -0.03208238 -0.027050863 -0.025598360
## 146 147 148 149 150
## (Intercept) 0.065043469 0.06998013 0.148857661 0.617476268 0.114118412
## demo$career1 -0.020505881 -0.02263645 0.012830103 0.011758150 0.020726613
## demo$career2 0.018447415 0.01774456 0.002015020 -0.011742059 0.017551669
## demo$career3 0.009588435 0.01644858 -0.020922225 -0.003951533 -0.031248877
## demo$career4 0.016803458 0.01780242 0.012260499 -0.018024354 0.017551847
## demo$career5 0.013201162 0.01205356 0.021350363 -0.018408955 0.031058028
## demo$career6 0.008891304 0.01122143 0.002713013 -0.012465964 0.005138103
## demo$career7 -0.009982725 -0.01292267 -0.012149500 0.014953945 -0.019571181
## demo$career8 -0.027050863 -0.03208238 -0.004751734 0.025846118 -0.001404124
## 151 152 153 154 155
## (Intercept) 0.065043469 0.06998013 0.06998013 0.065043469 0.06998013
## demo$career1 -0.020505881 -0.02263645 -0.02263645 -0.020505881 -0.02263645
## demo$career2 0.018447415 0.01774456 0.01774456 0.018447415 0.01774456
## demo$career3 0.009588435 0.01644858 0.01644858 0.009588435 0.01644858
## demo$career4 0.016803458 0.01780242 0.01780242 0.016803458 0.01780242
## demo$career5 0.013201162 0.01205356 0.01205356 0.013201162 0.01205356
## demo$career6 0.008891304 0.01122143 0.01122143 0.008891304 0.01122143
## demo$career7 -0.009982725 -0.01292267 -0.01292267 -0.009982725 -0.01292267
## demo$career8 -0.027050863 -0.03208238 -0.03208238 -0.027050863 -0.03208238
## 156 157 158 159 160
## (Intercept) 0.06998013 0.06998013 0.06998013 0.135859322 0.175924443
## demo$career1 -0.02263645 -0.02263645 -0.02263645 0.022379650 0.019083750
## demo$career2 0.01774456 0.01774456 0.01774456 0.020147322 0.006018252
## demo$career3 0.01644858 0.01644858 0.01644858 -0.040040046 -0.021090922
## demo$career4 0.01780242 0.01780242 0.01780242 0.015659205 0.021324423
## demo$career5 0.01205356 0.01205356 0.01205356 0.031498763 0.031471895
## demo$career6 0.01122143 0.01122143 0.01122143 0.008090746 0.007003599
## demo$career7 -0.01292267 -0.01292267 -0.01292267 -0.021910762 -0.033332847
## demo$career8 -0.03208238 -0.03208238 -0.03208238 -0.001041320 -0.007621846
## 161 162 163 164 165
## (Intercept) 0.06998013 0.06998013 0.074624980 0.065043469 0.06998013
## demo$career1 -0.02263645 -0.02263645 -0.018664813 -0.020505881 -0.02263645
## demo$career2 0.01774456 0.01774456 0.014427807 0.018447415 0.01774456
## demo$career3 0.01644858 0.01644858 0.008375993 0.009588435 0.01644858
## demo$career4 0.01780242 0.01780242 0.011669705 0.016803458 0.01780242
## demo$career5 0.01205356 0.01205356 0.009852439 0.013201162 0.01205356
## demo$career6 0.01122143 0.01122143 0.007169636 0.008891304 0.01122143
## demo$career7 -0.01292267 -0.01292267 0.003792285 -0.009982725 -0.01292267
## demo$career8 -0.03208238 -0.03208238 -0.025598360 -0.027050863 -0.03208238
## 166 167 168 169 170
## (Intercept) 0.096211916 0.065043469 0.06998013 0.06998013 0.065043469
## demo$career1 -0.017935036 -0.020505881 -0.02263645 -0.02263645 -0.020505881
## demo$career2 0.009342249 0.018447415 0.01774456 0.01774456 0.018447415
## demo$career3 0.012046533 0.009588435 0.01644858 0.01644858 0.009588435
## demo$career4 0.009469135 0.016803458 0.01780242 0.01780242 0.016803458
## demo$career5 0.005429292 0.013201162 0.01205356 0.01205356 0.013201162
## demo$career6 0.007374260 0.008891304 0.01122143 0.01122143 0.008891304
## demo$career7 0.006622738 -0.009982725 -0.01292267 -0.01292267 -0.009982725
## demo$career8 -0.023898321 -0.027050863 -0.03208238 -0.03208238 -0.027050863
## 171 172 173 174 175
## (Intercept) 0.06998013 0.092068643 0.074624980 0.06998013 0.089373900
## demo$career1 -0.02263645 0.007080295 -0.018664813 -0.02263645 -0.004657288
## demo$career2 0.01774456 0.026489904 0.014427807 0.01774456 0.016333298
## demo$career3 0.01644858 -0.020085950 0.008375993 0.01644858 -0.004091754
## demo$career4 0.01780242 0.025535310 0.011669705 0.01780242 0.018267698
## demo$career5 0.01205356 0.030463163 0.009852439 0.01205356 0.018689565
## demo$career6 0.01122143 0.009410526 0.007169636 0.01122143 0.007004525
## demo$career7 -0.01292267 -0.026921948 0.003792285 -0.01292267 -0.025693059
## demo$career8 -0.03208238 -0.009033974 -0.025598360 -0.03208238 -0.022638297
## 176 177 178 179 180
## (Intercept) 0.065043469 0.5155366619 0.135859322 0.097591882 0.065043469
## demo$career1 -0.020505881 0.0115846709 0.022379650 0.004475643 -0.020505881
## demo$career2 0.018447415 -0.0006161578 0.020147322 0.017561385 0.018447415
## demo$career3 0.009588435 -0.0173301661 -0.040040046 -0.012959098 0.009588435
## demo$career4 0.016803458 -0.0109879162 0.015659205 0.020934029 0.016803458
## demo$career5 0.013201162 -0.0011796757 0.031498763 0.024921895 0.013201162
## demo$career6 0.008891304 -0.0073228172 0.008090746 0.009018288 0.008891304
## demo$career7 -0.009982725 0.0053598549 -0.021910762 -0.030451676 -0.009982725
## demo$career8 -0.027050863 0.0187322289 -0.001041320 -0.015539568 -0.027050863
## 181 182 183 184 185
## (Intercept) 0.074624980 0.147099697 0.065043469 0.074624980 0.06998013
## demo$career1 -0.018664813 0.022034974 -0.020505881 -0.018664813 -0.02263645
## demo$career2 0.014427807 0.011010940 0.018447415 0.014427807 0.01774456
## demo$career3 0.008375993 -0.029913669 0.009588435 0.008375993 0.01644858
## demo$career4 0.011669705 0.021459793 0.016803458 0.011669705 0.01780242
## demo$career5 0.009852439 0.034925014 0.013201162 0.009852439 0.01205356
## demo$career6 0.007169636 0.006253616 0.008891304 0.007169636 0.01122143
## demo$career7 0.003792285 -0.033151137 -0.009982725 0.003792285 -0.01292267
## demo$career8 -0.025598360 -0.004151614 -0.027050863 -0.025598360 -0.03208238
## 186 187 188 189 190
## (Intercept) 0.065043469 0.074624980 0.3822634592 0.06998013 0.06998013
## demo$career1 -0.020505881 -0.018664813 0.0271157763 -0.02263645 -0.02263645
## demo$career2 0.018447415 0.014427807 -0.0125470187 0.01774456 0.01774456
## demo$career3 0.009588435 0.008375993 -0.0288651927 0.01644858 0.01644858
## demo$career4 0.016803458 0.011669705 -0.0016859982 0.01780242 0.01780242
## demo$career5 0.013201162 0.009852439 0.0112802641 0.01205356 0.01205356
## demo$career6 0.008891304 0.007169636 0.0008843094 0.01122143 0.01122143
## demo$career7 -0.009982725 0.003792285 -0.0025943502 -0.01292267 -0.01292267
## demo$career8 -0.027050863 -0.025598360 0.0133148187 -0.03208238 -0.03208238
## 191 192 193 194 195
## (Intercept) 0.074624980 0.06998013 0.06998013 0.06998013 0.065043469
## demo$career1 -0.018664813 -0.02263645 -0.02263645 -0.02263645 -0.020505881
## demo$career2 0.014427807 0.01774456 0.01774456 0.01774456 0.018447415
## demo$career3 0.008375993 0.01644858 0.01644858 0.01644858 0.009588435
## demo$career4 0.011669705 0.01780242 0.01780242 0.01780242 0.016803458
## demo$career5 0.009852439 0.01205356 0.01205356 0.01205356 0.013201162
## demo$career6 0.007169636 0.01122143 0.01122143 0.01122143 0.008891304
## demo$career7 0.003792285 -0.01292267 -0.01292267 -0.01292267 -0.009982725
## demo$career8 -0.025598360 -0.03208238 -0.03208238 -0.03208238 -0.027050863
## 196 197 198 199 200
## (Intercept) 0.06998013 0.065043469 9.222947e-02 0.06998013 0.06998013
## demo$career1 -0.02263645 -0.020505881 -9.977524e-05 -0.02263645 -0.02263645
## demo$career2 0.01774456 0.018447415 1.925476e-02 0.01774456 0.01774456
## demo$career3 0.01644858 0.009588435 -7.582675e-03 0.01644858 0.01644858
## demo$career4 0.01780242 0.016803458 1.715450e-02 0.01780242 0.01780242
## demo$career5 0.01205356 0.013201162 2.331440e-02 0.01205356 0.01205356
## demo$career6 0.01122143 0.008891304 9.765092e-03 0.01122143 0.01122143
## demo$career7 -0.01292267 -0.009982725 -6.002635e-03 -0.01292267 -0.01292267
## demo$career8 -0.03208238 -0.027050863 -1.270552e-02 -0.03208238 -0.03208238
## 201 202 203 204 205
## (Intercept) 0.079364968 0.074624980 0.065043469 0.06998013 0.1067278106
## demo$career1 -0.014178576 -0.018664813 -0.020505881 -0.02263645 -0.0087778543
## demo$career2 0.020572780 0.014427807 0.018447415 0.01774456 0.0120824223
## demo$career3 0.003718472 0.008375993 0.009588435 0.01644858 -0.0016274943
## demo$career4 0.020636499 0.011669705 0.016803458 0.01780242 0.0122837698
## demo$career5 0.015434161 0.009852439 0.013201162 0.01205356 0.0088427316
## demo$career6 0.009256382 0.007169636 0.008891304 0.01122143 0.0052013354
## demo$career7 -0.019043980 0.003792285 -0.009982725 -0.01292267 0.0005791631
## demo$career8 -0.027335720 -0.025598360 -0.027050863 -0.03208238 -0.0186343136
## 206 207 208 209 210
## (Intercept) 0.617476268 0.083840457 0.06998013 0.06998013 0.094310274
## demo$career1 0.011758150 -0.002323432 -0.02263645 -0.02263645 0.007917067
## demo$career2 -0.011742059 0.025051198 0.01774456 0.01774456 0.020670456
## demo$career3 -0.003951533 -0.010863360 0.01644858 0.01644858 -0.019371106
## demo$career4 -0.018024354 0.022713763 0.01780242 0.01780242 0.020266424
## demo$career5 -0.018408955 0.023970958 0.01205356 0.01205356 0.027558805
## demo$career6 -0.012465964 0.007335875 0.01122143 0.01122143 0.004951539
## demo$career7 0.014953945 -0.022153970 -0.01292267 -0.01292267 -0.029163579
## demo$career8 0.025846118 -0.016441927 -0.03208238 -0.03208238 -0.011275605
## 211 212 213 214 215
## (Intercept) 0.065043469 0.074624980 0.06998013 0.06998013 0.0949429309
## demo$career1 -0.020505881 -0.018664813 -0.02263645 -0.02263645 0.0003357129
## demo$career2 0.018447415 0.014427807 0.01774456 0.01774456 0.0126817076
## demo$career3 0.009588435 0.008375993 0.01644858 0.01644858 -0.0134772276
## demo$career4 0.016803458 0.011669705 0.01780242 0.01780242 0.0118323451
## demo$career5 0.013201162 0.009852439 0.01205356 0.01205356 0.0166486992
## demo$career6 0.008891304 0.007169636 0.01122143 0.01122143 0.0026120522
## demo$career7 -0.009982725 0.003792285 -0.01292267 -0.01292267 -0.0087160966
## demo$career8 -0.027050863 -0.025598360 -0.03208238 -0.03208238 -0.0154189791
## 216 217 218 219 220
## (Intercept) 0.079364968 0.06998013 0.06998013 0.065043469 0.065043469
## demo$career1 -0.014178576 -0.02263645 -0.02263645 -0.020505881 -0.020505881
## demo$career2 0.020572780 0.01774456 0.01774456 0.018447415 0.018447415
## demo$career3 0.003718472 0.01644858 0.01644858 0.009588435 0.009588435
## demo$career4 0.020636499 0.01780242 0.01780242 0.016803458 0.016803458
## demo$career5 0.015434161 0.01205356 0.01205356 0.013201162 0.013201162
## demo$career6 0.009256382 0.01122143 0.01122143 0.008891304 0.008891304
## demo$career7 -0.019043980 -0.01292267 -0.01292267 -0.009982725 -0.009982725
## demo$career8 -0.027335720 -0.03208238 -0.03208238 -0.027050863 -0.027050863
## 221 222 223 224 225
## (Intercept) 0.103087693 0.06998013 0.065043469 0.074624980 0.0825245881
## demo$career1 0.010433589 -0.02263645 -0.020505881 -0.018664813 -0.0098473758
## demo$career2 0.014594474 0.01774456 0.018447415 0.014427807 0.0156056061
## demo$career3 -0.016209780 0.01644858 0.009588435 0.008375993 -0.0002083436
## demo$career4 0.014504223 0.01780242 0.016803458 0.011669705 0.0141807897
## demo$career5 0.026956715 0.01205356 0.013201162 0.009852439 0.0158779816
## demo$career6 0.007394952 0.01122143 0.008891304 0.007169636 0.0091938075
## demo$career7 -0.012766903 -0.01292267 -0.009982725 0.003792285 -0.0002640175
## demo$career8 -0.007326789 -0.03208238 -0.027050863 -0.025598360 -0.0185652112
## 226 227 228 229 230
## (Intercept) 0.06998013 0.06998013 0.06998013 0.06998013 0.072602643
## demo$career1 -0.02263645 -0.02263645 -0.02263645 -0.02263645 -0.011922884
## demo$career2 0.01774456 0.01774456 0.01774456 0.01774456 0.019716925
## demo$career3 0.01644858 0.01644858 0.01644858 0.01644858 0.001214311
## demo$career4 0.01780242 0.01780242 0.01780242 0.01780242 0.019382656
## demo$career5 0.01205356 0.01205356 0.01205356 0.01205356 0.019178663
## demo$career6 0.01122143 0.01122143 0.01122143 0.01122143 0.010898601
## demo$career7 -0.01292267 -0.01292267 -0.01292267 -0.01292267 -0.014277136
## demo$career8 -0.03208238 -0.03208238 -0.03208238 -0.03208238 -0.020205615
## 231 232 233 234 235
## (Intercept) 0.079364968 0.065043469 0.074624980 0.183837788 0.617476268
## demo$career1 -0.014178576 -0.020505881 -0.018664813 0.026983070 0.011758150
## demo$career2 0.020572780 0.018447415 0.014427807 0.008382648 -0.011742059
## demo$career3 0.003718472 0.009588435 0.008375993 -0.041432455 -0.003951533
## demo$career4 0.020636499 0.016803458 0.011669705 0.013430283 -0.018024354
## demo$career5 0.015434161 0.013201162 0.009852439 0.031872266 -0.018408955
## demo$career6 0.009256382 0.008891304 0.007169636 0.007345494 -0.012465964
## demo$career7 -0.019043980 -0.009982725 0.003792285 -0.019986231 0.014953945
## demo$career8 -0.027335720 -0.027050863 -0.025598360 -0.001574568 0.025846118
## 236 237 238 239 240
## (Intercept) 0.114118412 0.074034948 0.105107992 0.079617111 0.079617111
## demo$career1 0.020726613 -0.011422822 0.010554383 -0.013504793 -0.013504793
## demo$career2 0.017551669 0.022036965 0.016326520 0.013557352 0.013557352
## demo$career3 -0.031248877 0.002744969 -0.021337812 0.009080987 0.009080987
## demo$career4 0.017551847 0.019723175 0.014809121 0.015429179 0.015429179
## demo$career5 0.031058028 0.020264912 0.024269716 0.015171539 0.015171539
## demo$career6 0.005138103 0.009417987 0.003046554 0.009054476 0.009054476
## demo$career7 -0.019571181 -0.015709441 -0.014787202 -0.019296123 -0.019296123
## demo$career8 -0.001404124 -0.021637920 -0.009347089 -0.027587862 -0.027587862
## 241 242 243 244 245
## (Intercept) 0.102914851 0.065043469 0.06998013 0.06998013 0.065043469
## demo$career1 0.017787545 -0.020505881 -0.02263645 -0.02263645 -0.020505881
## demo$career2 0.022008138 0.018447415 0.01774456 0.01774456 0.018447415
## demo$career3 -0.029010122 0.009588435 0.01644858 0.01644858 0.009588435
## demo$career4 0.023088696 0.016803458 0.01780242 0.01780242 0.016803458
## demo$career5 0.034281051 0.013201162 0.01205356 0.01205356 0.013201162
## demo$career6 0.007026789 0.008891304 0.01122143 0.01122143 0.008891304
## demo$career7 -0.034205782 -0.009982725 -0.01292267 -0.01292267 -0.009982725
## demo$career8 -0.003568676 -0.027050863 -0.03208238 -0.03208238 -0.027050863
## 246 247 248 249 250
## (Intercept) 0.074624980 0.06998013 0.074743130 0.114118412 0.074624980
## demo$career1 -0.018664813 -0.02263645 -0.011120903 0.020726613 -0.018664813
## demo$career2 0.014427807 0.01774456 0.014157635 0.017551669 0.014427807
## demo$career3 0.008375993 0.01644858 0.001905035 -0.031248877 0.008375993
## demo$career4 0.011669705 0.01780242 0.014348654 0.017551847 0.011669705
## demo$career5 0.009852439 0.01205356 0.016405682 0.031058028 0.009852439
## demo$career6 0.007169636 0.01122143 0.006634706 0.005138103 0.007169636
## demo$career7 0.003792285 -0.01292267 -0.016417623 -0.019571181 0.003792285
## demo$career8 -0.025598360 -0.03208238 -0.022346102 -0.001404124 -0.025598360
## 251 252 253 254 255
## (Intercept) 0.092337958 0.1193353222 0.103087693 0.06998013 0.114118412
## demo$career1 0.007798634 -0.0152188031 0.010433589 -0.02263645 0.020726613
## demo$career2 0.018979767 0.0245955633 0.014594474 0.01774456 0.017551669
## demo$career3 -0.014362000 0.0009275272 -0.016209780 0.01644858 -0.031248877
## demo$career4 0.019967280 0.0166120587 0.014504223 0.01780242 0.017551847
## demo$career5 0.030182074 0.0163478206 0.026956715 0.01205356 0.031058028
## demo$career6 0.009198931 0.0154041952 0.007394952 0.01122143 0.005138103
## demo$career7 -0.027191263 -0.0180155903 -0.012766903 -0.01292267 -0.019571181
## demo$career8 -0.009303290 -0.0249605349 -0.007326789 -0.03208238 -0.001404124
## 256 257 258 259 260
## (Intercept) 0.102914851 0.06998013 0.06998013 0.114118412 0.617476268
## demo$career1 0.017787545 -0.02263645 -0.02263645 0.020726613 0.011758150
## demo$career2 0.022008138 0.01774456 0.01774456 0.017551669 -0.011742059
## demo$career3 -0.029010122 0.01644858 0.01644858 -0.031248877 -0.003951533
## demo$career4 0.023088696 0.01780242 0.01780242 0.017551847 -0.018024354
## demo$career5 0.034281051 0.01205356 0.01205356 0.031058028 -0.018408955
## demo$career6 0.007026789 0.01122143 0.01122143 0.005138103 -0.012465964
## demo$career7 -0.034205782 -0.01292267 -0.01292267 -0.019571181 0.014953945
## demo$career8 -0.003568676 -0.03208238 -0.03208238 -0.001404124 0.025846118
## 261 262 263 264 265
## (Intercept) 0.074624980 0.123907654 0.092809789 0.617476268 0.5155366619
## demo$career1 -0.018664813 0.019350070 0.007397350 0.011758150 0.0115846709
## demo$career2 0.014427807 0.024640820 0.018226166 -0.011742059 -0.0006161578
## demo$career3 0.008375993 -0.037542877 -0.020971397 -0.003951533 -0.0173301661
## demo$career4 0.011669705 0.021406666 0.019914007 -0.018024354 -0.0109879162
## demo$career5 0.009852439 0.034824180 0.026420730 -0.018408955 -0.0011796757
## demo$career6 0.007169636 0.009943274 0.006504878 -0.012465964 -0.0073228172
## demo$career7 0.003792285 -0.036879219 -0.027663094 0.014953945 0.0053598549
## demo$career8 -0.025598360 -0.003256858 -0.009775121 0.025846118 0.0187322289
## 266 267 268 269 270
## (Intercept) 0.065043469 0.0874910306 0.06998013 0.074624980 0.158722649
## demo$career1 -0.020505881 -0.0047712601 -0.02263645 -0.018664813 0.025184404
## demo$career2 0.018447415 0.0147196642 0.01774456 0.014427807 0.012792244
## demo$career3 0.009588435 0.0006953346 0.01644858 0.008375993 -0.038296012
## demo$career4 0.016803458 0.0179794568 0.01780242 0.011669705 0.014872758
## demo$career5 0.013201162 0.0211940425 0.01205356 0.009852439 0.031850967
## demo$career6 0.008891304 0.0110633634 0.01122143 0.007169636 0.008276847
## demo$career7 -0.009982725 -0.0238101896 -0.01292267 0.003792285 -0.024417861
## demo$career8 -0.027050863 -0.0207554273 -0.03208238 -0.025598360 -0.000747260
## 271 272 273 274 275
## (Intercept) 0.074624980 0.125200417 0.074624980 0.074624980 0.102914851
## demo$career1 -0.018664813 0.011817802 -0.018664813 -0.018664813 0.017787545
## demo$career2 0.014427807 0.010627668 0.014427807 0.014427807 0.022008138
## demo$career3 0.008375993 -0.018682219 0.008375993 0.008375993 -0.029010122
## demo$career4 0.011669705 0.013234907 0.011669705 0.011669705 0.023088696
## demo$career5 0.009852439 0.026959274 0.009852439 0.009852439 0.034281051
## demo$career6 0.007169636 0.006516386 0.007169636 0.007169636 0.007026789
## demo$career7 0.003792285 -0.008482374 0.003792285 0.003792285 -0.034205782
## demo$career8 -0.025598360 -0.008212624 -0.025598360 -0.025598360 -0.003568676
## 276 277 278 279 280
## (Intercept) 0.074485513 0.074743130 0.074624980 0.074624980 0.307629798
## demo$career1 -0.011808912 -0.011120903 -0.018664813 -0.018664813 0.025239469
## demo$career2 0.021330559 0.014157635 0.014427807 0.014427807 -0.008678088
## demo$career3 -0.003572778 0.001905035 0.008375993 0.008375993 -0.032123068
## demo$career4 0.019670898 0.014348654 0.011669705 0.011669705 0.003823451
## demo$career5 0.016674186 0.016405682 0.009852439 0.009852439 0.020885804
## demo$career6 0.006839762 0.006634706 0.007169636 0.007169636 0.003400491
## demo$career7 -0.016160006 -0.016417623 0.003792285 0.003792285 -0.008318967
## demo$career8 -0.022088485 -0.022346102 -0.025598360 -0.025598360 0.008720480
## 281 282 283 284 285
## (Intercept) 0.06998013 0.06998013 0.06998013 0.06998013 0.065043469
## demo$career1 -0.02263645 -0.02263645 -0.02263645 -0.02263645 -0.020505881
## demo$career2 0.01774456 0.01774456 0.01774456 0.01774456 0.018447415
## demo$career3 0.01644858 0.01644858 0.01644858 0.01644858 0.009588435
## demo$career4 0.01780242 0.01780242 0.01780242 0.01780242 0.016803458
## demo$career5 0.01205356 0.01205356 0.01205356 0.01205356 0.013201162
## demo$career6 0.01122143 0.01122143 0.01122143 0.01122143 0.008891304
## demo$career7 -0.01292267 -0.01292267 -0.01292267 -0.01292267 -0.009982725
## demo$career8 -0.03208238 -0.03208238 -0.03208238 -0.03208238 -0.027050863
## 286 287 288 289 290
## (Intercept) 0.06998013 0.074743130 0.06998013 0.084564749 0.084564749
## demo$career1 -0.02263645 -0.011120903 -0.02263645 -0.002014132 -0.002014132
## demo$career2 0.01774456 0.014157635 0.01774456 0.016984248 0.016984248
## demo$career3 0.01644858 0.001905035 0.01644858 -0.011725464 -0.011725464
## demo$career4 0.01780242 0.014348654 0.01780242 0.017218619 0.017218619
## demo$career5 0.01205356 0.016405682 0.01205356 0.020022253 0.020022253
## demo$career6 0.01122143 0.006634706 0.01122143 0.004492720 0.004492720
## demo$career7 -0.01292267 -0.016417623 -0.01292267 -0.022878262 -0.022878262
## demo$career8 -0.03208238 -0.022346102 -0.03208238 -0.017166219 -0.017166219
## 291 292 293 294 295
## (Intercept) 0.06998013 0.065043469 0.1410544669 0.06998013 0.074624980
## demo$career1 -0.02263645 -0.020505881 0.0005996757 -0.02263645 -0.018664813
## demo$career2 0.01774456 0.018447415 0.0115233112 0.01774456 0.014427807
## demo$career3 0.01644858 0.009588435 -0.0085467488 0.01644858 0.008375993
## demo$career4 0.01780242 0.016803458 0.0146801243 0.01780242 0.011669705
## demo$career5 0.01205356 0.013201162 0.0124373649 0.01205356 0.009852439
## demo$career6 0.01122143 0.008891304 0.0061387705 0.01122143 0.007169636
## demo$career7 -0.01292267 -0.009982725 -0.0021656120 -0.01292267 0.003792285
## demo$career8 -0.03208238 -0.027050863 -0.0102693606 -0.03208238 -0.025598360
## 296 297 298 299 300
## (Intercept) 0.074624980 0.065043469 0.617476268 0.06998013 0.074624980
## demo$career1 -0.018664813 -0.020505881 0.011758150 -0.02263645 -0.018664813
## demo$career2 0.014427807 0.018447415 -0.011742059 0.01774456 0.014427807
## demo$career3 0.008375993 0.009588435 -0.003951533 0.01644858 0.008375993
## demo$career4 0.011669705 0.016803458 -0.018024354 0.01780242 0.011669705
## demo$career5 0.009852439 0.013201162 -0.018408955 0.01205356 0.009852439
## demo$career6 0.007169636 0.008891304 -0.012465964 0.01122143 0.007169636
## demo$career7 0.003792285 -0.009982725 0.014953945 -0.01292267 0.003792285
## demo$career8 -0.025598360 -0.027050863 0.025846118 -0.03208238 -0.025598360
## 301 302 303 304 305
## (Intercept) 0.065043469 0.074624980 0.09162747 0.275067713 0.065043469
## demo$career1 -0.020505881 -0.018664813 -0.01109496 0.029358808 -0.020505881
## demo$career2 0.018447415 0.014427807 0.02207188 -0.007843790 0.018447415
## demo$career3 0.009588435 0.008375993 -0.00607002 -0.032190810 0.009588435
## demo$career4 0.016803458 0.011669705 0.01778729 0.008077589 0.016803458
## demo$career5 0.013201162 0.009852439 0.01940457 0.021387473 0.013201162
## demo$career6 0.008891304 0.007169636 0.01369157 0.006014731 0.008891304
## demo$career7 -0.009982725 0.003792285 -0.01633554 -0.012508289 -0.009982725
## demo$career8 -0.027050863 -0.025598360 -0.02026068 0.004970327 -0.027050863
## 306 307 308 309 310
## (Intercept) 0.072602643 0.065043469 0.146676483 0.143407274 0.617476268
## demo$career1 -0.011922884 -0.020505881 0.013871680 0.001474382 0.011758150
## demo$career2 0.019716925 0.018447415 0.009001429 0.005418159 -0.011742059
## demo$career3 0.001214311 0.009588435 -0.029481788 -0.007806254 -0.003951533
## demo$career4 0.019382656 0.016803458 0.011732377 0.009153342 -0.018024354
## demo$career5 0.019178663 0.013201162 0.023531541 0.009388556 -0.018408955
## demo$career6 0.010898601 0.008891304 0.007671969 0.001465987 -0.012465964
## demo$career7 -0.014277136 -0.009982725 -0.017690329 -0.004518419 0.014953945
## demo$career8 -0.020205615 -0.027050863 -0.007472517 -0.012622168 0.025846118
## 311 312
## (Intercept) 0.06998013 0.096211916
## demo$career1 -0.02263645 -0.017935036
## demo$career2 0.01774456 0.009342249
## demo$career3 0.01644858 0.012046533
## demo$career4 0.01780242 0.009469135
## demo$career5 0.01205356 0.005429292
## demo$career6 0.01122143 0.007374260
## demo$career7 -0.01292267 0.006622738
## demo$career8 -0.03208238 -0.023898321
##
## $f.perms
## [,1]
## [1,] 1.4974419
## [2,] 0.8717919
## [3,] 0.7768290
## [4,] 2.2188341
## [5,] 0.9219673
## [6,] 1.3237229
## [7,] 1.9328684
## [8,] 2.2029396
## [9,] 1.3075665
## [10,] 0.3911049
## [11,] 0.6828856
## [12,] 0.7208244
## [13,] 1.7241251
## [14,] 0.3665106
## [15,] 1.6690845
## [16,] 1.0710735
## [17,] 1.6585913
## [18,] 0.7791897
## [19,] 1.0258763
## [20,] 0.3180621
## [21,] 1.3372563
## [22,] 1.5113232
## [23,] 0.3003107
## [24,] 0.9701142
## [25,] 1.7598233
## [26,] 1.6703902
## [27,] 0.6287486
## [28,] 0.8865388
## [29,] 2.0860704
## [30,] 0.6866456
## [31,] 1.2471684
## [32,] 0.8523741
## [33,] 0.8859601
## [34,] 0.7188653
## [35,] 0.9655748
## [36,] 0.9666805
## [37,] 3.5695046
## [38,] 1.4474398
## [39,] 1.3747190
## [40,] 0.7383371
## [41,] 0.9597288
## [42,] 0.6389786
## [43,] 1.3862615
## [44,] 0.7328490
## [45,] 0.5379601
## [46,] 1.3491110
## [47,] 1.0222282
## [48,] 1.0030738
## [49,] 0.4646595
## [50,] 1.2880254
## [51,] 0.5522848
## [52,] 0.6433716
## [53,] 1.2393900
## [54,] 1.7555987
## [55,] 1.3553261
## [56,] 0.8560636
## [57,] 1.3186201
## [58,] 2.4352813
## [59,] 0.4235791
## [60,] 1.7793604
## [61,] 0.6237668
## [62,] 0.5024589
## [63,] 0.5310806
## [64,] 0.8136298
## [65,] 0.6283171
## [66,] 1.2243064
## [67,] 0.4664521
## [68,] 0.3865185
## [69,] 0.9240853
## [70,] 0.7664283
## [71,] 0.5767839
## [72,] 1.2019293
## [73,] 0.8733534
## [74,] 0.9721014
## [75,] 0.6377844
## [76,] 0.6304856
## [77,] 1.0465909
## [78,] 1.0975884
## [79,] 1.3403703
## [80,] 0.4658339
## [81,] 0.8704793
## [82,] 1.0470841
## [83,] 0.6369476
## [84,] 0.6772232
## [85,] 0.4264607
## [86,] 0.6494712
## [87,] 0.5321536
## [88,] 0.9113569
## [89,] 0.9469899
## [90,] 1.6725663
## [91,] 0.3388622
## [92,] 0.7511072
## [93,] 1.1830753
## [94,] 1.5830235
## [95,] 0.6243770
## [96,] 1.1466541
## [97,] 0.9019860
## [98,] 0.9963862
## [99,] 1.0724027
## [100,] 0.7572286
## [101,] 0.2854892
## [102,] 0.3883108
## [103,] 0.7461108
## [104,] 0.6807349
## [105,] 0.5649197
## [106,] 1.0287353
## [107,] 0.7765692
## [108,] 0.7905585
## [109,] 0.7415158
## [110,] 0.7406522
## [111,] 1.0036391
## [112,] 3.0344984
## [113,] 1.1176519
## [114,] 0.4058922
## [115,] 0.8544373
## [116,] 1.5469878
## [117,] 0.8857938
## [118,] 0.6797905
## [119,] 1.9057792
## [120,] 1.2872058
## [121,] 2.1405301
## [122,] 1.2895466
## [123,] 0.8824474
## [124,] 1.2328669
## [125,] 0.9116745
## [126,] 0.7515600
## [127,] 0.6265113
## [128,] 0.6172927
## [129,] 1.1176005
## [130,] 0.8989495
## [131,] 0.6381072
## [132,] 2.0859230
## [133,] 0.7582847
## [134,] 0.9653224
## [135,] 0.9326351
## [136,] 1.1584295
## [137,] 0.7882199
## [138,] 1.3432595
## [139,] 1.3761087
## [140,] 0.4083985
## [141,] 0.4500615
## [142,] 0.6843091
## [143,] 1.0385385
## [144,] 1.6580521
## [145,] 0.7797638
## [146,] 0.3857088
## [147,] 1.7008109
## [148,] 1.6237274
## [149,] 1.9031553
## [150,] 0.6404214
## [151,] 0.9938748
## [152,] 1.1624248
## [153,] 0.9574631
## [154,] 0.4546944
## [155,] 1.1329144
## [156,] 0.7104896
## [157,] 1.1197424
## [158,] 0.8957987
## [159,] 0.5274844
## [160,] 0.3673701
## [161,] 2.1554148
## [162,] 1.4121150
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## [864,] 1.3623972
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## [866,] 0.6304044
## [867,] 0.6521371
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## [996,] 0.7308953
## [997,] 0.3556916
## [998,] 0.5259338
## [999,] 1.0780276
##
## $model.matrix
## (Intercept) demo$career1 demo$career2 demo$career3 demo$career4
## 1 1 0 0 0 0
## 2 1 0 0 0 0
## 3 1 0 0 0 1
## 4 1 0 0 0 1
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## 309 1 0 0 0 0
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## 311 1 0 0 0 0
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## demo$career5 demo$career6 demo$career7 demo$career8
## 1 1 0 0 0
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## 3 0 0 0 0
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## 6 0 0 0 0
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## 11 0 0 0 0
## 12 0 0 0 0
## 13 0 0 0 0
## 14 0 0 0 0
## 15 0 0 0 1
## 16 -1 -1 -1 -1
## 17 0 0 0 0
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## 52 0 1 0 0
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## 54 0 0 0 0
## 55 0 1 0 0
## 56 0 1 0 0
## 57 -1 -1 -1 -1
## 58 1 0 0 0
## 59 0 0 0 0
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## 62 0 0 0 0
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## 65 0 0 0 0
## 66 0 0 0 0
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## 68 0 1 0 0
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## 71 0 0 0 1
## 72 0 1 0 0
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## 76 1 0 0 0
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##
## $terms
## gm ~ demo$career
## attr(,"variables")
## list(gm, demo$career)
## attr(,"factors")
## demo$career
## gm 0
## demo$career 1
## attr(,"term.labels")
## [1] "demo$career"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"This shows that the differences in answers are not significant,
according to career goals.
Competency in Science
Now, Competency in Science:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$career 8 0.2873 0.035918 1.0802 0.02773 0.357
## Residuals 303 10.0749 0.033251 0.97227
## Total 311 10.3623 1.00000
##
## $call
## adonis(formula = sci_comp ~ demo$career)
##
## $coefficients
## sci_comp1 sci_comp2 sci_comp3 sci_comp4 sci_competancy_ave
## (Intercept) 3.1574405 3.10546070 2.9716173 3.57415236 3.20216771
## demo$career1 -0.1796627 -0.46101626 -0.3493951 -0.01859680 -0.25216771
## demo$career2 -0.3112866 -0.25930685 -0.5870019 -0.03569082 -0.29832155
## demo$career3 0.2425595 0.02787263 0.3617161 0.09251431 0.18116563
## demo$career4 -0.2394077 -0.26119840 -0.2585025 -0.21349662 -0.24315131
## demo$career5 0.1342262 -0.10546070 0.1672716 -0.26859680 -0.01813993
## demo$career6 -0.2574405 -0.25546070 -0.3716173 -0.27415236 -0.28966771
## demo$career7 -0.1574405 0.60882501 0.3140970 0.28299050 0.26211801
## demo$career8 0.4258928 0.64453930 0.5283827 0.50918097 0.52699896
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.174923856 0.1582462442 1.912496e-01 0.372376125 0.250799668
## demo$career1 0.008570857 -0.0007149036 9.786534e-05 -0.022380556 -0.007188823
## demo$career2 -0.007383078 -0.0145864429 -1.753331e-02 -0.021948006 -0.010053981
## demo$career3 -0.010637078 -0.0212961666 -9.847166e-03 0.018704749 0.019545230
## demo$career4 0.009539724 0.0043508108 2.678906e-03 -0.022955631 -0.031378591
## demo$career5 0.026873082 0.0193563670 2.927103e-02 -0.004768225 0.014532382
## demo$career6 0.005633709 -0.0065611699 -6.087608e-03 -0.026733670 -0.050305978
## demo$career7 0.002014582 0.0235889977 1.453947e-02 0.039453350 0.034419240
## demo$career8 -0.028688441 0.0024639394 -1.160965e-02 0.059222601 0.040690515
## 6 7 8 9 10
## (Intercept) 0.1665506348 0.274863464 0.192056795 0.27182929 0.179424528
## demo$career1 -0.0015961897 -0.001151585 0.022748641 -0.02681156 -0.003714101
## demo$career2 -0.0117129892 -0.019691969 0.025973538 -0.02597339 -0.016500464
## demo$career3 -0.0162517650 0.010838069 -0.032948200 0.01159930 -0.011045150
## demo$career4 0.0009465047 -0.023932746 0.024350823 -0.01648627 -0.003516784
## demo$career5 0.0266174088 0.012506924 0.002113041 0.01579763 0.020886649
## demo$career6 -0.0186070248 -0.031985579 0.021361474 -0.01894580 -0.022166397
## demo$career7 0.0152846071 0.010355444 -0.003283803 0.04368440 0.021514745
## demo$career8 -0.0051715549 0.031977596 -0.051605406 0.03273904 0.003622809
## 11 12 13 14 15
## (Intercept) 0.194552825 0.358110826 0.16139524 0.16139524 0.162023009
## demo$career1 0.002327037 -0.016361161 0.02258150 0.02258150 0.012829126
## demo$career2 -0.016631236 -0.013147379 0.02728320 0.02728320 0.001779878
## demo$career3 0.005410345 0.031472971 -0.03303402 -0.03303402 -0.016680706
## demo$career4 -0.008329154 -0.031409870 0.02610616 0.02610616 0.012630409
## demo$career5 0.023597950 -0.004799534 0.01257713 0.01257713 0.021702882
## demo$career6 -0.021991256 -0.043963727 0.01928990 0.01928990 0.004834978
## demo$career7 0.017270801 0.033083728 -0.00830016 -0.00830016 0.013021301
## demo$career8 -0.010778215 0.049454286 -0.05429018 -0.05429018 -0.039566624
## 16 17 18 19 20
## (Intercept) 0.20078345 0.49336957 0.148669004 0.167706016 0.1665506348
## demo$career1 0.03612950 -0.02932451 0.007419158 0.017166301 -0.0015961897
## demo$career2 0.04214163 -0.03489863 0.001768490 0.011913583 -0.0117129892
## demo$career3 -0.03158098 0.02742433 -0.031327471 -0.029237269 -0.0162517650
## demo$career4 0.03469293 -0.02959937 0.016814862 0.026166286 0.0009465047
## demo$career5 0.01417074 -0.01752430 0.019237438 0.019725849 0.0266174088
## demo$career6 0.03248237 -0.02757357 0.004811516 0.020363917 -0.0186070248
## demo$career7 -0.02825311 0.02382276 0.016851497 -0.007468074 0.0152846071
## demo$career8 -0.07289955 0.06644752 -0.026784047 -0.047949434 -0.0051715549
## 21 22 23 24 25
## (Intercept) 0.202043560 0.1603379113 0.157923062 0.153025164 0.1728537775
## demo$career1 0.003695768 0.0003019468 0.005344127 0.016099487 -0.0034311186
## demo$career2 -0.013303514 0.0030468100 -0.004589623 0.010429873 -0.0034476111
## demo$career3 -0.012729041 -0.0258359811 -0.028747123 -0.030582822 -0.0082414701
## demo$career4 0.007625095 0.0109161045 0.013254630 0.021683635 0.0007867768
## demo$career5 0.019081466 0.0198391277 0.014588728 0.018685137 0.0231747921
## demo$career6 0.000165713 -0.0036956523 0.001859402 0.012176446 -0.0127944848
## demo$career7 0.019246327 0.0306234521 0.023100413 0.006223927 0.0357376967
## demo$career8 -0.023072507 -0.0150210486 -0.018161755 -0.040967907 -0.0116798258
## 26 27 28 29 30
## (Intercept) 0.236903875 0.154851448 0.196200594 0.167706016 0.19895213
## demo$career1 0.036122814 0.008943372 -0.006312658 0.017166301 -0.01226464
## demo$career2 0.042087813 0.009098459 -0.021600524 0.011913583 -0.01289685
## demo$career3 -0.030780520 -0.029354712 0.008235885 -0.029237269 0.01168065
## demo$career4 0.036694157 0.013630789 -0.015583970 0.026166286 -0.01822984
## demo$career5 0.009811558 0.016748288 0.022575999 0.019725849 0.02849878
## demo$career6 0.039733897 0.004463044 -0.034011542 0.020363917 -0.04030965
## demo$career7 -0.034153843 0.004944132 0.025955609 -0.007468074 0.03463264
## demo$career8 -0.078789262 -0.022694887 0.008086324 -0.047949434 0.01168399
## 31 32 33 34 35
## (Intercept) 0.1747201372 0.16139524 0.219306642 0.18680972 0.217694024
## demo$career1 -0.0095004693 0.02258150 0.010071703 0.02509585 0.001902885
## demo$career2 -0.0123066731 0.02728320 0.001425627 0.02353348 -0.016594646
## demo$career3 0.0004255593 -0.03303402 -0.017711781 -0.03090086 0.001533090
## demo$career4 -0.0089007369 0.02610616 0.007410527 0.01838033 -0.004631423
## demo$career5 0.0278771363 0.01257713 0.011561118 0.00459636 0.027485432
## demo$career6 -0.0225243474 0.01928990 0.002952027 0.01296411 -0.012577833
## demo$career7 0.0380499550 -0.00830016 -0.008034171 -0.00370680 0.005013957
## demo$career8 0.0088322508 -0.05429018 -0.023871821 -0.03355904 -0.014780658
## 36 37 38 39 40
## (Intercept) 0.190805306 0.19407230 0.16139524 0.1686034339 0.16139524
## demo$career1 0.010347861 0.02204479 0.02258150 0.0206262668 0.02258150
## demo$career2 0.026043406 0.01507451 0.02728320 0.0212714351 0.02728320
## demo$career3 -0.031236868 -0.01243613 -0.03303402 -0.0311857228 -0.03303402
## demo$career4 0.017722035 0.02427113 0.02610616 0.0229849672 0.02610616
## demo$career5 0.006547682 0.02413133 0.01257713 0.0072261123 0.01257713
## demo$career6 0.008337932 0.01943807 0.01928990 0.0173329926 0.01928990
## demo$career7 0.014421193 -0.01790030 -0.00830016 -0.0008887348 -0.00830016
## demo$career8 -0.034594717 -0.05684477 -0.05429018 -0.0471865710 -0.05429018
## 41 42 43 44 45
## (Intercept) 0.219990303 0.21506558 0.1813620375 0.23705604 0.250294246
## demo$career1 0.030775223 0.03569994 0.0086091975 -0.01896489 0.001808079
## demo$career2 0.035722250 0.04064697 -0.0037965261 -0.01267914 -0.012630625
## demo$career3 -0.035261613 -0.03000665 -0.0177623234 0.01781506 -0.008383989
## demo$career4 0.032647028 0.03721622 0.0119153771 -0.01845461 -0.011248766
## demo$career5 0.008047129 0.01489529 0.0256260457 0.02535373 0.012590341
## demo$career6 0.035528565 0.03816757 0.0008534488 -0.03342913 -0.023814265
## demo$career7 -0.022503716 -0.03628341 -0.0051562003 0.03358099 0.007166990
## demo$career8 -0.071487893 -0.07737925 -0.0301883511 0.01513033 0.029436111
## 46 47 48 49 50
## (Intercept) 0.1582462442 0.255323901 0.189806419 0.1582462442 0.179424528
## demo$career1 -0.0007149036 -0.004909753 -0.011229345 -0.0007149036 -0.003714101
## demo$career2 -0.0145864429 -0.023943987 -0.016075727 -0.0145864429 -0.016500464
## demo$career3 -0.0212961666 0.002285386 0.006260829 -0.0212961666 -0.011045150
## demo$career4 0.0043508108 -0.006758332 -0.014566274 0.0043508108 -0.003516784
## demo$career5 0.0193563670 0.028135925 0.020558847 0.0193563670 0.020886649
## demo$career6 -0.0065611699 -0.016126490 -0.027043205 -0.0065611699 -0.022166397
## demo$career7 0.0235889977 0.003975159 0.043778356 0.0235889977 0.021514745
## demo$career8 0.0024639394 -0.005028241 0.020036055 0.0024639394 0.003622809
## 51 52 53 54 55
## (Intercept) 0.21506558 0.19895213 0.179424528 0.21208493 0.182053873
## demo$career1 0.03569994 -0.01226464 -0.003714101 0.03241506 -0.009329352
## demo$career2 0.04064697 -0.01289685 -0.016500464 0.03418625 -0.008184232
## demo$career3 -0.03000665 0.01168065 -0.011045150 -0.02629782 -0.007797065
## demo$career4 0.03721622 -0.01822984 -0.003516784 0.03197577 -0.006051839
## demo$career5 0.01489529 0.02849878 0.020886649 0.01868480 0.026566607
## demo$career6 0.03816757 -0.04030965 -0.022166397 0.03322989 -0.028196080
## demo$career7 -0.03628341 0.03463264 0.021514745 -0.03809266 0.029769754
## demo$career8 -0.07737925 0.01168399 0.003622809 -0.06340449 0.007054071
## 56 57 58 59 60
## (Intercept) 0.19749780 0.1747201372 0.156863904 0.148669004 0.2628010572
## demo$career1 -0.01099611 -0.0095004693 0.014680785 0.007419158 -0.0043593547
## demo$career2 -0.01173556 -0.0123066731 0.020302621 0.001768490 -0.0256057694
## demo$career3 -0.00240691 0.0004255593 -0.033930293 -0.031327471 0.0006715772
## demo$career4 -0.01151882 -0.0089007369 0.021672683 0.016814862 0.0001625145
## demo$career5 0.01922988 0.0278771363 0.012496285 0.019237438 0.0302700208
## demo$career6 -0.03308483 -0.0225243474 0.011299304 0.004811516 -0.0047965695
## demo$career7 0.03504801 0.0380499550 0.002385187 0.016851497 -0.0072977365
## demo$career8 0.01814177 0.0088322508 -0.040208945 -0.026784047 -0.0148265365
## 61 62 63 64 65
## (Intercept) 0.17141085 0.157923062 0.173349344 0.23705604 0.219458911
## demo$career1 0.01580155 0.005344127 -0.008376092 -0.01896489 -0.004225988
## demo$career2 0.02142813 -0.004589623 -0.011202280 -0.01267914 -0.008075677
## demo$career3 -0.03248258 -0.028747123 -0.013023147 0.01781506 0.008891749
## demo$career4 0.02615357 0.013254630 -0.002522154 -0.01845461 -0.021513788
## demo$career5 0.01375085 0.014588728 0.018981541 0.02535373 0.015877144
## demo$career6 0.01951504 0.001859402 -0.015569473 -0.03342913 -0.034602870
## demo$career7 -0.01117290 0.023100413 0.038474282 0.03358099 0.039148046
## demo$career8 -0.04720982 -0.018161755 0.015031327 0.01513033 0.039701035
## 66 67 68 69 70
## (Intercept) 0.234900137 0.236903875 0.156863904 0.157923062 0.23842311
## demo$career1 0.000734152 0.036122814 0.014680785 0.005344127 -0.01968343
## demo$career2 -0.020619646 0.042087813 0.020302621 -0.004589623 -0.02020004
## demo$career3 0.007167265 -0.030780520 -0.033930293 -0.028747123 0.01159951
## demo$career4 -0.009993745 0.036694157 0.021672683 0.013254630 -0.02056825
## demo$career5 0.020168932 0.009811558 0.012496285 0.014588728 0.02934862
## demo$career6 -0.016544832 0.039733897 0.011299304 0.001859402 -0.04376589
## demo$career7 0.009074248 -0.034153843 0.002385187 0.023100413 0.03656767
## demo$career8 -0.004710297 -0.078789262 -0.040208945 -0.018161755 0.02160641
## 71 72 73 74 75
## (Intercept) 0.1746436348 0.16139524 0.156863904 0.250799668 0.236903875
## demo$career1 0.0143916801 0.02258150 0.014680785 -0.007188823 0.036122814
## demo$career2 0.0126963984 0.02728320 0.020302621 -0.010053981 0.042087813
## demo$career3 -0.0218331928 -0.03303402 -0.033930293 0.019545230 -0.030780520
## demo$career4 0.0118219889 0.02610616 0.021672683 -0.031378591 0.036694157
## demo$career5 0.0179666965 0.01257713 0.012496285 0.014532382 0.009811558
## demo$career6 -0.0002937542 0.01928990 0.011299304 -0.050305978 0.039733897
## demo$career7 -0.0060568452 -0.00830016 0.002385187 0.034419240 -0.034153843
## demo$career8 -0.0369773729 -0.05429018 -0.040208945 0.040690515 -0.078789262
## 76 77 78 79 80
## (Intercept) 0.156863904 0.180058862 0.18035461 0.147548763 0.1813620375
## demo$career1 0.014680785 0.003097082 0.03031101 0.001951279 0.0086091975
## demo$career2 0.020302621 0.011175351 0.03639569 -0.008649687 -0.0037965261
## demo$career3 -0.033930293 -0.023166440 -0.02802976 -0.026001602 -0.0177623234
## demo$career4 0.021672683 0.012832096 0.03203767 0.008518532 0.0119153771
## demo$career5 0.012496285 0.017576340 0.01461959 0.024368165 0.0256260457
## demo$career6 0.011299304 0.005633313 0.02633712 -0.004113297 0.0008534488
## demo$career7 0.002385187 0.005670785 -0.02461848 0.018482393 -0.0051562003
## demo$career8 -0.040208945 -0.019361366 -0.06491711 -0.007170172 -0.0301883511
## 81 82 83 84 85
## (Intercept) 0.188362884 0.16139524 1.867378e-01 0.17978970 0.159151821
## demo$career1 0.015807302 0.02258150 -8.026207e-03 0.02401812 0.004451000
## demo$career2 0.014958771 0.02728320 -1.336412e-02 0.02532553 -0.005595417
## demo$career3 -0.020788844 -0.03303402 -1.729453e-03 -0.03384342 -0.016416286
## demo$career4 0.016923948 0.02610616 -2.532335e-03 0.02235256 0.007451628
## demo$career5 0.018652590 0.01257713 2.875276e-02 0.01520000 0.022821717
## demo$career6 0.007533042 0.01928990 -1.197163e-02 0.01907397 -0.004610435
## demo$career7 -0.018878569 -0.00830016 2.403993e-02 -0.01138849 0.022666685
## demo$career8 -0.043459964 -0.05429018 5.439875e-05 -0.04657558 -0.023901435
## 86 87 88 89 90
## (Intercept) 0.161445685 0.310842866 0.158976786 0.196200594 0.189512397
## demo$career1 0.007556734 -0.019231419 0.017584435 -0.006312658 0.006218146
## demo$career2 -0.008678235 -0.020685423 0.017513492 -0.021600524 -0.007302609
## demo$career3 -0.010798062 0.013121666 -0.028678096 0.008235885 -0.017676400
## demo$career4 0.004143679 -0.021772087 0.018619965 -0.015583970 0.011652234
## demo$career5 0.026910813 0.008570861 0.016278393 0.022575999 0.024125698
## demo$career6 -0.004047156 -0.024453920 0.011853088 -0.034011542 0.002256845
## demo$career7 0.014523358 0.035116726 -0.005331351 0.025955609 0.014274072
## demo$career8 -0.020449810 0.054200031 -0.037029419 0.008086324 -0.031673489
## 91 92 93 94 95
## (Intercept) 0.147548763 0.193839954 0.355231451 0.19201744 0.188853332
## demo$career1 0.001951279 0.001096159 -0.015603011 0.02647413 -0.003119959
## demo$career2 -0.008649687 0.018141172 -0.010690689 0.02816942 -0.014280853
## demo$career3 -0.026001602 -0.025569501 0.010878978 -0.02257496 -0.015668185
## demo$career4 0.008518532 0.016711904 -0.012549770 0.02923590 0.006131066
## demo$career5 0.024368165 0.011168490 -0.006528513 0.01928120 0.025008384
## demo$career6 -0.004113297 0.010515792 -0.017279677 0.02709749 -0.006654306
## demo$career7 0.018482393 0.016202155 0.040422604 -0.03472643 0.022912746
## demo$career8 -0.007170172 -0.027345503 0.032456949 -0.05511055 -0.015215612
## 96 97 98 99 100
## (Intercept) 0.49336957 0.154851448 0.17652098 0.263394387 0.2275453827
## demo$career1 -0.02932451 0.008943372 0.02391862 -0.012411744 -0.0039180606
## demo$career2 -0.03489863 0.009098459 0.02776093 -0.017538488 -0.0034923616
## demo$career3 0.02742433 -0.029354712 -0.03056570 0.008145656 -0.0002721632
## demo$career4 -0.02959937 0.013630789 0.03018378 -0.023779241 -0.0182406925
## demo$career5 -0.01752430 0.016748288 0.01372958 0.014559073 0.0145322912
## demo$career6 -0.02757357 0.004463044 0.02741213 -0.035048715 -0.0410620608
## demo$career7 0.02382276 0.004944132 -0.02078485 0.039420893 0.0299158528
## demo$career8 0.06644752 -0.022694887 -0.06097144 0.049507279 0.0376751700
## 101 102 103 104 105
## (Intercept) 0.173876418 0.153025164 0.19895213 0.156863904 0.21506558
## demo$career1 0.001572869 0.016099487 -0.01226464 0.014680785 0.03569994
## demo$career2 0.003845382 0.010429873 -0.01289685 0.020302621 0.04064697
## demo$career3 -0.025139198 -0.030582822 0.01168065 -0.033930293 -0.03000665
## demo$career4 0.016016170 0.021683635 -0.01822984 0.021672683 0.03721622
## demo$career5 0.020065490 0.018685137 0.02849878 0.012496285 0.01489529
## demo$career6 0.005981786 0.012176446 -0.04030965 0.011299304 0.03816757
## demo$career7 0.017578149 0.006223927 0.03463264 0.002385187 -0.03628341
## demo$career8 -0.023450527 -0.040967907 0.01168399 -0.040208945 -0.07737925
## 106 107 108 109 110
## (Intercept) 0.350993372 0.161445685 0.196200594 0.19895213 0.185315284
## demo$career1 -0.022145422 0.007556734 -0.006312658 -0.01226464 -0.001618560
## demo$career2 -0.022737199 -0.008678235 -0.021600524 -0.01289685 -0.003423680
## demo$career3 0.023279421 -0.010798062 0.008235885 0.01168065 -0.009981550
## demo$career4 -0.030335794 0.004143679 -0.015583970 -0.01822984 0.006648402
## demo$career5 0.007466476 0.026910813 0.022575999 0.02849878 0.023658788
## demo$career6 -0.042390133 -0.004047156 -0.034011542 -0.04030965 -0.003381732
## demo$career7 0.027502770 0.014523358 0.025955609 0.03463264 0.023465741
## demo$career8 0.056571741 -0.020449810 0.008086324 0.01168399 -0.020462449
## 111 112 113 114 115
## (Intercept) 0.18371788 0.199883261 0.16139524 0.179424528 0.303690546
## demo$career1 0.01980033 0.026010765 0.02258150 -0.003714101 -0.008364164
## demo$career2 0.01233850 0.030981410 0.02728320 -0.016500464 -0.016865718
## demo$career3 -0.02099740 -0.030940592 -0.03303402 -0.011045150 0.018940653
## demo$career4 0.02518101 0.030807044 0.02610616 -0.003516784 -0.031239341
## demo$career5 0.02545339 0.009183949 0.01257713 0.020886649 0.008418800
## demo$career6 0.02003059 0.030715897 0.01928990 -0.022166397 -0.040709845
## demo$career7 -0.02182291 -0.021003709 -0.00830016 0.021514745 0.023271326
## demo$career8 -0.04189264 -0.064586235 -0.05429018 0.003622809 0.047595738
## 116 117 118 119 120
## (Intercept) 0.238931847 0.1813620375 0.28783053 0.49336957 0.19895213
## demo$career1 0.014681097 0.0086091975 -0.02307748 -0.02932451 -0.01226464
## demo$career2 0.002300550 -0.0037965261 -0.02650519 -0.03489863 -0.01289685
## demo$career3 -0.014416530 -0.0177623234 0.01162479 0.02742433 0.01168065
## demo$career4 0.016944445 0.0119153771 -0.02183014 -0.02959937 -0.01822984
## demo$career5 0.013915230 0.0256260457 0.02443933 -0.01752430 0.02849878
## demo$career6 0.012796605 0.0008534488 -0.03381677 -0.02757357 -0.04030965
## demo$career7 0.002753134 -0.0051562003 0.02768316 0.02382276 0.03463264
## demo$career8 -0.041093659 -0.0301883511 0.02602807 0.06644752 0.01168399
## 121 122 123 124 125
## (Intercept) 0.49336957 0.276830785 0.49336957 0.21688875 0.189806419
## demo$career1 -0.02932451 -0.001658588 -0.02932451 -0.01365697 -0.011229345
## demo$career2 -0.03489863 -0.015181557 -0.03489863 -0.01659863 -0.016075727
## demo$career3 0.02742433 0.017075876 0.02742433 0.01679524 0.006260829
## demo$career4 -0.02959937 -0.025799276 -0.02959937 -0.02399419 -0.014566274
## demo$career5 -0.01752430 0.006095159 -0.01752430 0.02099175 0.020558847
## demo$career6 -0.02757357 -0.044373068 -0.02757357 -0.04421984 -0.027043205
## demo$career7 0.02382276 0.024714654 0.02382276 0.04171821 0.043778356
## demo$career8 0.06644752 0.030010275 0.06644752 0.02196429 0.020036055
## 126 127 128 129 130
## (Intercept) 0.16139524 0.2262079719 0.350993372 0.19482225 0.17652098
## demo$career1 0.02258150 0.0009749058 -0.022145422 0.03107177 0.02391862
## demo$career2 0.02728320 -0.0138457161 -0.022737199 0.03604242 0.02776093
## demo$career3 -0.03303402 0.0108537998 0.023279421 -0.02553015 -0.03056570
## demo$career4 0.02610616 -0.0225538755 -0.030335794 0.03550258 0.03018378
## demo$career5 0.01257713 0.0180197035 0.007466476 0.01622554 0.01372958
## demo$career6 0.01928990 -0.0419868509 -0.042390133 0.03342396 0.02741213
## demo$career7 -0.00830016 0.0203689099 0.027502770 -0.03517173 -0.02078485
## demo$career8 -0.05429018 0.0271548734 0.056571741 -0.07064206 -0.06097144
## 131 132 133 134
## (Intercept) 1.725261e-01 0.1582462442 0.1603379113 0.181825809
## demo$career1 3.077282e-05 -0.0007149036 0.0003019468 0.004833888
## demo$career2 -1.512018e-02 -0.0145864429 0.0030468100 -0.008689734
## demo$career3 -1.014717e-02 -0.0212961666 -0.0258359811 -0.018294915
## demo$career4 4.250829e-03 0.0043508108 0.0109161045 -0.001244905
## demo$career5 2.818783e-02 0.0193563670 0.0198391277 0.016301188
## demo$career6 -3.799377e-03 -0.0065611699 -0.0036956523 -0.013502742
## demo$career7 1.132468e-02 0.0235889977 0.0306234521 0.019113464
## demo$career8 -1.261157e-02 0.0024639394 -0.0150210486 0.019633012
## 135 136 137 138 139
## (Intercept) 0.154851448 0.148669004 0.49336957 0.173349344 0.19749780
## demo$career1 0.008943372 0.007419158 -0.02932451 -0.008376092 -0.01099611
## demo$career2 0.009098459 0.001768490 -0.03489863 -0.011202280 -0.01173556
## demo$career3 -0.029354712 -0.031327471 0.02742433 -0.013023147 -0.00240691
## demo$career4 0.013630789 0.016814862 -0.02959937 -0.002522154 -0.01151882
## demo$career5 0.016748288 0.019237438 -0.01752430 0.018981541 0.01922988
## demo$career6 0.004463044 0.004811516 -0.02757357 -0.015569473 -0.03308483
## demo$career7 0.004944132 0.016851497 0.02382276 0.038474282 0.03504801
## demo$career8 -0.022694887 -0.026784047 0.06644752 0.015031327 0.01814177
## 140 141 142 143 144
## (Intercept) 0.16139524 0.1582462442 0.148669004 0.192056795 0.1747201372
## demo$career1 0.02258150 -0.0007149036 0.007419158 0.022748641 -0.0095004693
## demo$career2 0.02728320 -0.0145864429 0.001768490 0.025973538 -0.0123066731
## demo$career3 -0.03303402 -0.0212961666 -0.031327471 -0.032948200 0.0004255593
## demo$career4 0.02610616 0.0043508108 0.016814862 0.024350823 -0.0089007369
## demo$career5 0.01257713 0.0193563670 0.019237438 0.002113041 0.0278771363
## demo$career6 0.01928990 -0.0065611699 0.004811516 0.021361474 -0.0225243474
## demo$career7 -0.00830016 0.0235889977 0.016851497 -0.003283803 0.0380499550
## demo$career8 -0.05429018 0.0024639394 -0.026784047 -0.051605406 0.0088322508
## 145 146 147 148 149
## (Intercept) 0.189806419 0.157923062 0.148669004 0.49336957 0.18266867
## demo$career1 -0.011229345 0.005344127 0.007419158 -0.02932451 0.02914390
## demo$career2 -0.016075727 -0.004589623 0.001768490 -0.03489863 0.03408163
## demo$career3 0.006260829 -0.028747123 -0.031327471 0.02742433 -0.03680846
## demo$career4 -0.014566274 0.013254630 0.016814862 -0.02959937 0.02934890
## demo$career5 0.020558847 0.014588728 0.019237438 -0.01752430 0.01160632
## demo$career6 -0.027043205 0.001859402 0.004811516 -0.02757357 0.02644730
## demo$career7 0.043778356 0.023100413 0.016851497 0.02382276 -0.01367924
## demo$career8 0.020036055 -0.018161755 -0.026784047 0.06644752 -0.06330960
## 150 151 152 153 154
## (Intercept) 0.416774859 0.150868724 0.49336957 0.372376125 0.206375509
## demo$career1 -0.025297254 0.010420421 -0.02932451 -0.022380556 0.002888341
## demo$career2 -0.030744739 -0.001160575 -0.03489863 -0.021948006 -0.009108251
## demo$career3 0.020118287 -0.025898412 0.02742433 0.018704749 -0.007994749
## demo$career4 -0.028898693 0.013639620 -0.02959937 -0.022955631 -0.010164695
## demo$career5 0.000340693 0.023166902 -0.01752430 -0.004768225 0.016411354
## demo$career6 -0.027977749 0.005370417 -0.02757357 -0.026733670 -0.030937701
## demo$career7 0.016897424 0.008926857 0.02382276 0.039453350 0.014741733
## demo$career8 0.062859664 -0.023474067 0.06644752 0.059222601 0.023020680
## 155 156 157 158 159
## (Intercept) 0.163372153 0.49336957 0.49336957 0.236903875 0.16139524
## demo$career1 0.009088008 -0.02932451 -0.02932451 0.036122814 0.02258150
## demo$career2 0.004391231 -0.03489863 -0.03489863 0.042087813 0.02728320
## demo$career3 -0.030001266 0.02742433 0.02742433 -0.030780520 -0.03303402
## demo$career4 0.021748412 -0.02959937 -0.02959937 0.036694157 0.02610616
## demo$career5 0.019891487 -0.01752430 -0.01752430 0.009811558 0.01257713
## demo$career6 0.012408737 -0.02757357 -0.02757357 0.039733897 0.01928990
## demo$career7 0.003250210 0.02382276 0.02382276 -0.034153843 -0.00830016
## demo$career8 -0.033651752 0.06644752 0.06644752 -0.078789262 -0.05429018
## 160 161 162 163 164
## (Intercept) 0.161445685 0.21688875 0.148669004 0.191684518 0.372376125
## demo$career1 0.007556734 -0.01365697 0.007419158 0.019857341 -0.022380556
## demo$career2 -0.008678235 -0.01659863 0.001768490 0.016326996 -0.021948006
## demo$career3 -0.010798062 0.01679524 -0.031327471 -0.029932058 0.018704749
## demo$career4 0.004143679 -0.02399419 0.016814862 0.027254909 -0.022955631
## demo$career5 0.026910813 0.02099175 0.019237438 0.014291490 -0.004768225
## demo$career6 -0.004047156 -0.04421984 0.004811516 0.024597077 -0.026733670
## demo$career7 0.014523358 0.04171821 0.016851497 -0.009238066 0.039453350
## demo$career8 -0.020449810 0.02196429 -0.026784047 -0.052549177 0.059222601
## 165 166 167 168 169
## (Intercept) 0.19707161 0.17344339 0.181183123 0.19895213 0.2131813098
## demo$career1 0.02993352 0.01861379 0.009041686 -0.01226464 0.0007879081
## demo$career2 0.03379306 0.01876684 0.022292225 -0.01289685 -0.0001299386
## demo$career3 -0.03405401 -0.02739610 -0.027970577 0.01168065 0.0009191135
## demo$career4 0.03288892 0.02321432 0.020880001 -0.01822984 -0.0104307548
## demo$career5 0.01329842 0.01739649 0.013314512 0.02849878 0.0125379593
## demo$career6 0.03352754 0.02006314 0.012416507 -0.04030965 -0.0242939468
## demo$career7 -0.02454127 -0.01869128 0.003047705 0.03463264 0.0370323390
## demo$career8 -0.06908190 -0.04415083 -0.036974911 0.01168399 0.0159733335
## 170 171 172 173 174
## (Intercept) 0.1686034339 0.219458911 0.153025164 0.219458911 0.154851448
## demo$career1 0.0206262668 -0.004225988 0.016099487 -0.004225988 0.008943372
## demo$career2 0.0212714351 -0.008075677 0.010429873 -0.008075677 0.009098459
## demo$career3 -0.0311857228 0.008891749 -0.030582822 0.008891749 -0.029354712
## demo$career4 0.0229849672 -0.021513788 0.021683635 -0.021513788 0.013630789
## demo$career5 0.0072261123 0.015877144 0.018685137 0.015877144 0.016748288
## demo$career6 0.0173329926 -0.034602870 0.012176446 -0.034602870 0.004463044
## demo$career7 -0.0008887348 0.039148046 0.006223927 0.039148046 0.004944132
## demo$career8 -0.0471865710 0.039701035 -0.040967907 0.039701035 -0.022694887
## 175 176 177 178 179
## (Intercept) 0.193839954 0.167037528 0.147548763 0.18680972 0.16139524
## demo$career1 0.001096159 0.015153082 0.001951279 0.02509585 0.02258150
## demo$career2 0.018141172 0.010072644 -0.008649687 0.02353348 0.02728320
## demo$career3 -0.025569501 -0.026546934 -0.026001602 -0.03090086 -0.03303402
## demo$career4 0.016711904 0.014998577 0.008518532 0.01838033 0.02610616
## demo$career5 0.011168490 0.011276170 0.024368165 0.00459636 0.01257713
## demo$career6 0.010515792 0.010737795 -0.004113297 0.01296411 0.01928990
## demo$career7 0.016202155 0.001549261 0.018482393 -0.00370680 -0.00830016
## demo$career8 -0.027345503 -0.029942695 -0.007170172 -0.03355904 -0.05429018
## 180 181 182 183 184
## (Intercept) 0.189806419 0.219458911 0.182064203 0.16139524 0.179424528
## demo$career1 -0.011229345 -0.004225988 0.013385350 0.02258150 -0.003714101
## demo$career2 -0.016075727 -0.008075677 -0.003239976 0.02728320 -0.016500464
## demo$career3 0.006260829 0.008891749 -0.020273642 -0.03303402 -0.011045150
## demo$career4 -0.014566274 -0.021513788 0.004620198 0.02610616 -0.003516784
## demo$career5 0.020558847 0.015877144 0.016330743 0.01257713 0.020886649
## demo$career6 -0.027043205 -0.034602870 -0.003532517 0.01928990 -0.022166397
## demo$career7 0.043778356 0.039148046 0.009294849 -0.00830016 0.021514745
## demo$career8 0.020036055 0.039701035 0.002240184 -0.05429018 0.003622809
## 185 186 187 188 189
## (Intercept) 1.867378e-01 0.172294669 0.250799668 0.25923457 0.185969597
## demo$career1 -8.026207e-03 0.006091753 -0.007188823 -0.02158864 -0.005673360
## demo$career2 -1.336412e-02 0.005747076 -0.010053981 -0.01848889 -0.007892608
## demo$career3 -1.729453e-03 -0.021827470 0.019545230 0.02299887 -0.002606617
## demo$career4 -2.532335e-03 0.006653592 -0.031378591 -0.02408562 -0.003725092
## demo$career5 2.875276e-02 0.018975645 0.014532382 0.01577094 0.017240761
## demo$career6 -1.197163e-02 -0.010033450 -0.050305978 -0.03420307 -0.015963212
## demo$career7 2.403993e-02 0.002879344 0.034419240 0.03868275 0.042845533
## demo$career8 5.439875e-05 -0.021232318 0.040690515 0.02392228 -0.003144482
## 190 191 192 193 194
## (Intercept) 0.17141085 0.49336957 0.16139524 0.19482225 0.19707161
## demo$career1 0.01580155 -0.02932451 0.02258150 0.03107177 0.02993352
## demo$career2 0.02142813 -0.03489863 0.02728320 0.03604242 0.03379306
## demo$career3 -0.03248258 0.02742433 -0.03303402 -0.02553015 -0.03405401
## demo$career4 0.02615357 -0.02959937 0.02610616 0.03550258 0.03288892
## demo$career5 0.01375085 -0.01752430 0.01257713 0.01622554 0.01329842
## demo$career6 0.01951504 -0.02757357 0.01928990 0.03342396 0.03352754
## demo$career7 -0.01117290 0.02382276 -0.00830016 -0.03517173 -0.02454127
## demo$career8 -0.04720982 0.06644752 -0.05429018 -0.07064206 -0.06908190
## 195 196 197 198 199
## (Intercept) 0.2131813098 0.16139524 0.189806419 0.219458911 0.17652098
## demo$career1 0.0007879081 0.02258150 -0.011229345 -0.004225988 0.02391862
## demo$career2 -0.0001299386 0.02728320 -0.016075727 -0.008075677 0.02776093
## demo$career3 0.0009191135 -0.03303402 0.006260829 0.008891749 -0.03056570
## demo$career4 -0.0104307548 0.02610616 -0.014566274 -0.021513788 0.03018378
## demo$career5 0.0125379593 0.01257713 0.020558847 0.015877144 0.01372958
## demo$career6 -0.0242939468 0.01928990 -0.027043205 -0.034602870 0.02741213
## demo$career7 0.0370323390 -0.00830016 0.043778356 0.039148046 -0.02078485
## demo$career8 0.0159733335 -0.05429018 0.020036055 0.039701035 -0.06097144
## 200 201 202 203 204
## (Intercept) 0.167706016 0.49336957 0.150868724 0.42439748 0.150868724
## demo$career1 0.017166301 -0.02932451 0.010420421 -0.01920204 0.010420421
## demo$career2 0.011913583 -0.03489863 -0.001160575 -0.02041864 -0.001160575
## demo$career3 -0.029237269 0.02742433 -0.025898412 0.02908826 -0.025898412
## demo$career4 0.026166286 -0.02959937 0.013639620 -0.03004370 0.013639620
## demo$career5 0.019725849 -0.01752430 0.023166902 -0.01286338 0.023166902
## demo$career6 0.020363917 -0.02757357 0.005370417 -0.02959748 0.005370417
## demo$career7 -0.007468074 0.02382276 0.008926857 0.02272018 0.008926857
## demo$career8 -0.047949434 0.06644752 -0.023474067 0.05523705 -0.023474067
## 205 206 207 208 209
## (Intercept) 0.208976003 0.236903875 0.3599493302 0.177144044 0.158976786
## demo$career1 -0.016198768 0.036122814 -0.0172464158 0.005260186 0.017584435
## demo$career2 -0.012285083 0.042087813 -0.0222257019 0.014700900 0.017513492
## demo$career3 0.007270812 -0.030780520 0.0240204322 -0.026535752 -0.028678096
## demo$career4 -0.009371605 0.036694157 -0.0341575312 0.012337972 0.018619965
## demo$career5 0.024728870 0.009811558 -0.0000553416 0.007482657 0.016278393
## demo$career6 -0.016892422 0.039733897 -0.0566794242 0.001900536 0.011853088
## demo$career7 0.036037343 -0.034153843 0.0375944304 0.022960176 -0.005331351
## demo$career8 0.013564884 -0.078789262 0.0571395920 -0.021760705 -0.037029419
## 210 211 212 213
## (Intercept) 0.1746436348 0.171557746 0.1728537775 0.350993372
## demo$career1 0.0143916801 -0.002430707 -0.0034311186 -0.022145422
## demo$career2 0.0126963984 -0.002394814 -0.0034476111 -0.022737199
## demo$career3 -0.0218331928 -0.021106929 -0.0082414701 0.023279421
## demo$career4 0.0118219889 0.006864075 0.0007867768 -0.030335794
## demo$career5 0.0179666965 0.014623397 0.0231747921 0.007466476
## demo$career6 -0.0002937542 -0.006090661 -0.0127944848 -0.042390133
## demo$career7 -0.0060568452 0.036167928 0.0357376967 0.027502770
## demo$career8 -0.0369773729 -0.005719357 -0.0116798258 0.056571741
## 214 215 216 217 218
## (Intercept) 0.2053928551 0.1746436348 0.157923062 0.161569851 0.256175692
## demo$career1 -0.0109782314 0.0143916801 0.005344127 0.003160889 -0.022748192
## demo$career2 -0.0109756845 0.0126963984 -0.004589623 -0.007394465 -0.021800806
## demo$career3 -0.0072103753 -0.0218331928 -0.028747123 -0.025283843 0.006249054
## demo$career4 -0.0006602127 0.0118219889 0.013254630 0.013724177 -0.004293273
## demo$career5 0.0248538283 0.0179666965 0.014588728 0.024407637 0.027629134
## demo$career6 -0.0155769462 -0.0002937542 0.001859402 0.005610247 -0.008730114
## demo$career7 0.0378141195 -0.0060568452 0.023100413 0.005844777 0.023343149
## demo$career8 -0.0034289838 -0.0369773729 -0.018161755 -0.015905865 0.013445704
## 219 220 221 222 223
## (Intercept) 0.236903875 0.167706016 0.269684426 0.20359510 0.305796649
## demo$career1 0.036122814 0.017166301 -0.007178689 0.03220674 -0.008963594
## demo$career2 0.042087813 0.011913583 -0.009145667 0.03932998 -0.012134214
## demo$career3 -0.030780520 -0.029237269 0.015140110 -0.02846756 0.025723439
## demo$career4 0.036694157 0.026166286 -0.024738201 0.03261106 -0.033290352
## demo$career5 0.009811558 0.019725849 0.003811362 0.01005627 0.001550792
## demo$career6 0.039733897 0.020363917 -0.036520827 0.02967072 -0.053969794
## demo$career7 -0.034153843 -0.007468074 0.044559425 -0.02471555 0.038747640
## demo$career8 -0.078789262 -0.047949434 0.043217240 -0.06840389 0.045489634
## 224 225 226 227 228
## (Intercept) 0.263394387 0.355843865 0.238077979 0.250799668 0.206375509
## demo$career1 -0.012411744 -0.015646228 -0.008096569 -0.007188823 0.002888341
## demo$career2 -0.017538488 -0.018120237 -0.002931840 -0.010053981 -0.009108251
## demo$career3 0.008145656 0.024042962 -0.004878833 0.019545230 -0.007994749
## demo$career4 -0.023779241 -0.029137328 -0.008894562 -0.031378591 -0.010164695
## demo$career5 0.014559073 0.002595632 0.010563927 0.014532382 0.016411354
## demo$career6 -0.035048715 -0.029696766 -0.016296411 -0.050305978 -0.030937701
## demo$career7 0.039420893 0.016303070 0.031413332 0.034419240 0.014741733
## demo$career8 0.049507279 0.051721247 0.039606342 0.040690515 0.023020680
## 229 230 231 232 233
## (Intercept) 0.16139524 0.250799668 0.2893057980 0.21208493 0.28200912
## demo$career1 0.02258150 -0.007188823 -0.0112353456 0.03241506 -0.02804970
## demo$career2 0.02728320 -0.010053981 -0.0037969210 0.03418625 -0.02241117
## demo$career3 -0.03303402 0.019545230 0.0005981028 -0.02629782 0.01744620
## demo$career4 0.02610616 -0.031378591 -0.0113151358 0.03197577 -0.02044548
## demo$career5 0.01257713 0.014532382 -0.0017346341 0.01868480 0.02455969
## demo$career6 0.01928990 -0.050305978 -0.0171748782 0.03322989 -0.03370964
## demo$career7 -0.00830016 0.034419240 0.0363666248 -0.03809266 0.03350457
## demo$career8 -0.05429018 0.040690515 0.0430232245 -0.06340449 0.02351615
## 234 235 236 237 238
## (Intercept) 0.19482225 0.16139524 0.250799668 0.21506558 0.21688875
## demo$career1 0.03107177 0.02258150 -0.007188823 0.03569994 -0.01365697
## demo$career2 0.03604242 0.02728320 -0.010053981 0.04064697 -0.01659863
## demo$career3 -0.02553015 -0.03303402 0.019545230 -0.03000665 0.01679524
## demo$career4 0.03550258 0.02610616 -0.031378591 0.03721622 -0.02399419
## demo$career5 0.01622554 0.01257713 0.014532382 0.01489529 0.02099175
## demo$career6 0.03342396 0.01928990 -0.050305978 0.03816757 -0.04421984
## demo$career7 -0.03517173 -0.00830016 0.034419240 -0.03628341 0.04171821
## demo$career8 -0.07064206 -0.05429018 0.040690515 -0.07737925 0.02196429
## 239 240 241 242 243
## (Intercept) 0.303690546 0.426459064 0.16139524 0.180795321 0.16139524
## demo$career1 -0.008364164 -0.020156876 0.02258150 -0.004838478 0.02258150
## demo$career2 -0.016865718 -0.030172533 0.02728320 -0.017604856 0.02728320
## demo$career3 0.018940653 0.021100749 -0.03303402 0.002403557 -0.03303402
## demo$career4 -0.031239341 -0.033087046 0.02610616 -0.009895367 0.02610616
## demo$career5 0.008418800 -0.007798144 0.01257713 0.029782245 0.01257713
## demo$career6 -0.040709845 -0.043376240 0.01928990 -0.029121271 0.01928990
## demo$career7 0.023271326 0.027992440 -0.00830016 0.021090417 -0.00830016
## demo$career8 0.047595738 0.063431870 -0.05429018 -0.002576267 -0.05429018
## 244 245 246 247 248
## (Intercept) 0.236903875 0.256175692 0.274863464 0.28200912 0.219458911
## demo$career1 0.036122814 -0.022748192 -0.001151585 -0.02804970 -0.004225988
## demo$career2 0.042087813 -0.021800806 -0.019691969 -0.02241117 -0.008075677
## demo$career3 -0.030780520 0.006249054 0.010838069 0.01744620 0.008891749
## demo$career4 0.036694157 -0.004293273 -0.023932746 -0.02044548 -0.021513788
## demo$career5 0.009811558 0.027629134 0.012506924 0.02455969 0.015877144
## demo$career6 0.039733897 -0.008730114 -0.031985579 -0.03370964 -0.034602870
## demo$career7 -0.034153843 0.023343149 0.010355444 0.03350457 0.039148046
## demo$career8 -0.078789262 0.013445704 0.031977596 0.02351615 0.039701035
## 249 250 251 252 253
## (Intercept) 0.1746436348 0.167706016 0.161569851 0.201249021 0.26073327
## demo$career1 0.0143916801 0.017166301 0.003160889 0.015759597 -0.02235648
## demo$career2 0.0126963984 0.011913583 -0.007394465 0.029895847 -0.02646531
## demo$career3 -0.0218331928 -0.029237269 -0.025283843 -0.033182694 0.01642081
## demo$career4 0.0118219889 0.026166286 0.013724177 0.024506278 -0.02637785
## demo$career5 0.0179666965 0.019725849 0.024407637 0.012362186 0.01998653
## demo$career6 -0.0002937542 0.020363917 0.005610247 0.019594660 -0.04522557
## demo$career7 -0.0060568452 -0.007468074 0.005844777 -0.003264653 0.04208201
## demo$career8 -0.0369773729 -0.047949434 -0.015905865 -0.046494494 0.03075691
## 254 255 256 257 258
## (Intercept) 0.17652098 0.219458911 0.355843865 0.147548763 0.191616092
## demo$career1 0.02391862 -0.004225988 -0.015646228 0.001951279 -0.013045971
## demo$career2 0.02776093 -0.008075677 -0.018120237 -0.008649687 -0.007534441
## demo$career3 -0.03056570 0.008891749 0.024042962 -0.026001602 -0.012025951
## demo$career4 0.03018378 -0.021513788 -0.029137328 0.008518532 0.002367336
## demo$career5 0.01372958 0.015877144 0.002595632 0.024368165 0.022976245
## demo$career6 0.02741213 -0.034602870 -0.029696766 -0.004113297 -0.005987481
## demo$career7 -0.02078485 0.039148046 0.016303070 0.018482393 0.031091889
## demo$career8 -0.06097144 0.039701035 0.051721247 -0.007170172 0.008885791
## 259 260 261 262 263
## (Intercept) 0.17652098 0.372376125 0.148669004 0.219458911 0.219458911
## demo$career1 0.02391862 -0.022380556 0.007419158 -0.004225988 -0.004225988
## demo$career2 0.02776093 -0.021948006 0.001768490 -0.008075677 -0.008075677
## demo$career3 -0.03056570 0.018704749 -0.031327471 0.008891749 0.008891749
## demo$career4 0.03018378 -0.022955631 0.016814862 -0.021513788 -0.021513788
## demo$career5 0.01372958 -0.004768225 0.019237438 0.015877144 0.015877144
## demo$career6 0.02741213 -0.026733670 0.004811516 -0.034602870 -0.034602870
## demo$career7 -0.02078485 0.039453350 0.016851497 0.039148046 0.039148046
## demo$career8 -0.06097144 0.059222601 -0.026784047 0.039701035 0.039701035
## 264 265 266 267 268
## (Intercept) 0.177757161 0.172294669 0.1686034339 0.219458911 0.17652098
## demo$career1 0.021205885 0.006091753 0.0206262668 -0.004225988 0.02391862
## demo$career2 0.027986811 0.005747076 0.0212714351 -0.008075677 0.02776093
## demo$career3 -0.038929902 -0.021827470 -0.0311857228 0.008891749 -0.03056570
## demo$career4 0.025291817 0.006653592 0.0229849672 -0.021513788 0.03018378
## demo$career5 0.011554369 0.018975645 0.0072261123 0.015877144 0.01372958
## demo$career6 0.018525866 -0.010033450 0.0173329926 -0.034602870 0.02741213
## demo$career7 -0.003870124 0.002879344 -0.0008887348 0.039148046 -0.02078485
## demo$career8 -0.049634566 -0.021232318 -0.0471865710 0.039701035 -0.06097144
## 269 270 271 272 273
## (Intercept) 1.865643e-01 0.181825809 0.310842866 0.2262079719 0.250799668
## demo$career1 -1.703403e-03 0.004833888 -0.019231419 0.0009749058 -0.007188823
## demo$career2 8.356400e-03 -0.008689734 -0.020685423 -0.0138457161 -0.010053981
## demo$career3 -1.393827e-02 -0.018294915 0.013121666 0.0108537998 0.019545230
## demo$career4 4.401015e-06 -0.001244905 -0.021772087 -0.0225538755 -0.031378591
## demo$career5 1.921354e-02 0.016301188 0.008570861 0.0180197035 0.014532382
## demo$career6 -1.854446e-02 -0.013502742 -0.024453920 -0.0419868509 -0.050305978
## demo$career7 1.518440e-02 0.019113464 0.035116726 0.0203689099 0.034419240
## demo$career8 -8.926538e-03 0.019633012 0.054200031 0.0271548734 0.040690515
## 274 275 276 277 278
## (Intercept) 0.326536121 0.25923457 0.150868724 0.196954106 0.18035461
## demo$career1 -0.013225249 -0.02158864 0.010420421 0.010875026 0.03031101
## demo$career2 -0.006566894 -0.01848889 -0.001160575 -0.008820507 0.03639569
## demo$career3 0.010317300 0.02299887 -0.025898412 -0.001839420 -0.02802976
## demo$career4 -0.018954914 -0.02408562 0.013639620 -0.006057275 0.03203767
## demo$career5 -0.004248852 0.01577094 0.023166902 0.019012488 0.01461959
## demo$career6 -0.033454869 -0.03420307 0.005370417 -0.013327602 0.02633712
## demo$career7 0.030038243 0.03868275 0.008926857 0.014869521 -0.02461848
## demo$career8 0.045173443 0.02392228 -0.023474067 0.005231988 -0.06491711
## 279 280 281 282 283
## (Intercept) 0.2275453827 0.159542276 0.1746436348 0.17652098 0.206375509
## demo$career1 -0.0039180606 -0.001715316 0.0143916801 0.02391862 0.002888341
## demo$career2 -0.0034923616 -0.015639240 0.0126963984 0.02776093 -0.009108251
## demo$career3 -0.0002721632 -0.008430708 -0.0218331928 -0.03056570 -0.007994749
## demo$career4 -0.0182406925 -0.001726488 0.0118219889 0.03018378 -0.010164695
## demo$career5 0.0145322912 0.027907762 0.0179666965 0.01372958 0.016411354
## demo$career6 -0.0410620608 -0.013264994 -0.0002937542 0.02741213 -0.030937701
## demo$career7 0.0299158528 0.023158767 -0.0060568452 -0.02078485 0.014741733
## demo$career8 0.0376751700 -0.003496530 -0.0369773729 -0.06097144 0.023020680
## 284 285 286 287 288
## (Intercept) 0.252140496 0.148669004 0.189512397 0.1747201372 0.17652098
## demo$career1 0.001376083 0.007419158 0.006218146 -0.0095004693 0.02391862
## demo$career2 -0.008323029 0.001768490 -0.007302609 -0.0123066731 0.02776093
## demo$career3 -0.002611192 -0.031327471 -0.017676400 0.0004255593 -0.03056570
## demo$career4 -0.012959561 0.016814862 0.011652234 -0.0089007369 0.03018378
## demo$career5 0.006577423 0.019237438 0.024125698 0.0278771363 0.01372958
## demo$career6 -0.035438294 0.004811516 0.002256845 -0.0225243474 0.02741213
## demo$career7 0.020558834 0.016851497 0.014274072 0.0380499550 -0.02078485
## demo$career8 0.027589860 -0.026784047 -0.031673489 0.0088322508 -0.06097144
## 289 290 291 292 293
## (Intercept) 0.154851448 0.1728537775 0.236903875 0.158976786 0.358110826
## demo$career1 0.008943372 -0.0034311186 0.036122814 0.017584435 -0.016361161
## demo$career2 0.009098459 -0.0034476111 0.042087813 0.017513492 -0.013147379
## demo$career3 -0.029354712 -0.0082414701 -0.030780520 -0.028678096 0.031472971
## demo$career4 0.013630789 0.0007867768 0.036694157 0.018619965 -0.031409870
## demo$career5 0.016748288 0.0231747921 0.009811558 0.016278393 -0.004799534
## demo$career6 0.004463044 -0.0127944848 0.039733897 0.011853088 -0.043963727
## demo$career7 0.004944132 0.0357376967 -0.034153843 -0.005331351 0.033083728
## demo$career8 -0.022694887 -0.0116798258 -0.078789262 -0.037029419 0.049454286
## 294 295 296 297 298
## (Intercept) 0.148669004 0.159151821 0.204236345 0.147548763 0.158976786
## demo$career1 0.007419158 0.004451000 -0.010343238 0.001951279 0.017584435
## demo$career2 0.001768490 -0.005595417 -0.004224769 -0.008649687 0.017513492
## demo$career3 -0.031327471 -0.016416286 -0.001609421 -0.026001602 -0.028678096
## demo$career4 0.016814862 0.007451628 0.001164397 0.008518532 0.018619965
## demo$career5 0.019237438 0.022821717 0.021235466 0.024368165 0.016278393
## demo$career6 0.004811516 -0.004610435 -0.006381220 -0.004113297 0.011853088
## demo$career7 0.016851497 0.022666685 0.035463140 0.018482393 -0.005331351
## demo$career8 -0.026784047 -0.023901435 -0.009290018 -0.007170172 -0.037029419
## 299 300 301 302 303
## (Intercept) 0.184733867 0.157923062 0.16139524 0.16139524 0.160855084
## demo$career1 0.016339665 0.005344127 0.02258150 0.02258150 0.013628868
## demo$career2 0.009111226 -0.004589623 0.02728320 0.02728320 0.002742674
## demo$career3 -0.030522986 -0.028747123 -0.03303402 -0.03303402 -0.028519693
## demo$career4 0.019902730 0.013254630 0.02610616 0.02610616 0.018182650
## demo$career5 0.007854485 0.014588728 0.01257713 0.01257713 0.013765319
## demo$career6 0.014363850 0.001859402 0.01928990 0.01928990 0.011086267
## demo$career7 0.011349775 0.023100413 -0.00830016 -0.00830016 0.013456626
## demo$career8 -0.038249184 -0.018161755 -0.05429018 -0.05429018 -0.034031856
## 304 305 306 307 308
## (Intercept) 0.159542276 0.148669004 0.156863904 0.171557746 0.199981334
## demo$career1 -0.001715316 0.007419158 0.014680785 -0.002430707 -0.002028345
## demo$career2 -0.015639240 0.001768490 0.020302621 -0.002394814 -0.003583455
## demo$career3 -0.008430708 -0.031327471 -0.033930293 -0.021106929 -0.009969805
## demo$career4 -0.001726488 0.016814862 0.021672683 0.006864075 -0.009146999
## demo$career5 0.027907762 0.019237438 0.012496285 0.014623397 0.014394203
## demo$career6 -0.013264994 0.004811516 0.011299304 -0.006090661 -0.023969364
## demo$career7 0.023158767 0.016851497 0.002385187 0.036167928 0.032564480
## demo$career8 -0.003496530 -0.026784047 -0.040208945 -0.005719357 0.034970410
## 309 310 311 312
## (Intercept) 0.204315890 0.1582462442 0.16139524 0.185559654
## demo$career1 0.019143900 -0.0007149036 0.02258150 0.025105963
## demo$career2 0.014528730 -0.0145864429 0.02728320 0.031190648
## demo$career3 -0.025310589 -0.0212961666 -0.03303402 -0.033605174
## demo$career4 0.012353181 0.0043508108 0.02610616 0.027208611
## demo$career5 0.011375935 0.0193563670 0.01257713 0.007373299
## demo$career6 0.005179369 -0.0065611699 0.01928990 0.023556319
## demo$career7 -0.004802715 0.0235889977 -0.00830016 -0.010039609
## demo$career8 -0.039275360 0.0024639394 -0.05429018 -0.058687362
##
## $f.perms
## [,1]
## [1,] 1.3735203
## [2,] 1.1402993
## [3,] 0.6719350
## [4,] 0.9636790
## [5,] 1.2707714
## [6,] 0.4614520
## [7,] 0.7982674
## [8,] 0.6366700
## [9,] 1.2148797
## [10,] 0.7234002
## [11,] 1.8147768
## [12,] 0.7773836
## [13,] 1.0410194
## [14,] 0.4608266
## [15,] 0.6736666
## [16,] 0.5984846
## [17,] 0.6025733
## [18,] 1.7645476
## [19,] 1.2112615
## [20,] 0.5629094
## [21,] 0.5596896
## [22,] 1.7575138
## [23,] 0.6334459
## [24,] 1.1760747
## [25,] 1.3379349
## [26,] 0.5677897
## [27,] 1.4016554
## [28,] 1.1272984
## [29,] 0.8098663
## [30,] 1.5018051
## [31,] 1.4660672
## [32,] 0.8257411
## [33,] 1.6134107
## [34,] 1.2420198
## [35,] 0.8934439
## [36,] 1.4765042
## [37,] 0.9099277
## [38,] 0.8496840
## [39,] 0.9754414
## [40,] 1.5915781
## [41,] 0.6776374
## [42,] 0.8841743
## [43,] 1.3973834
## [44,] 1.4352739
## [45,] 1.1763866
## [46,] 1.2919981
## [47,] 0.8436749
## [48,] 1.8642615
## [49,] 0.9739222
## [50,] 0.6481173
## [51,] 1.2204239
## [52,] 0.9086834
## [53,] 1.0890863
## [54,] 0.6068987
## [55,] 1.1567797
## [56,] 0.4198686
## [57,] 0.7993607
## [58,] 0.5757528
## [59,] 1.2695617
## [60,] 1.0658508
## [61,] 0.6624529
## [62,] 1.0283538
## [63,] 1.2512860
## [64,] 1.8413277
## [65,] 1.1149758
## [66,] 3.3683431
## [67,] 0.6852424
## [68,] 0.7223632
## [69,] 0.6934997
## [70,] 1.4577333
## [71,] 0.8981526
## [72,] 1.1466270
## [73,] 0.5322285
## [74,] 1.1329573
## [75,] 0.4985308
## [76,] 0.7838085
## [77,] 0.6163675
## [78,] 1.5015716
## [79,] 0.5556481
## [80,] 0.4970853
## [81,] 1.5646458
## [82,] 0.9604982
## [83,] 0.8198063
## [84,] 0.7661087
## [85,] 1.2897095
## [86,] 0.8543494
## [87,] 0.9907748
## [88,] 0.8621624
## [89,] 0.5439404
## [90,] 1.1034966
## [91,] 2.3566312
## [92,] 0.6200651
## [93,] 0.8747017
## [94,] 0.9836914
## [95,] 0.4730628
## [96,] 0.6551535
## [97,] 1.0505471
## [98,] 1.1275526
## [99,] 0.4246931
## [100,] 0.8957749
## [101,] 0.9776920
## [102,] 0.7067214
## [103,] 0.8327345
## [104,] 0.6216177
## [105,] 0.7682408
## [106,] 1.2085198
## [107,] 0.7840366
## [108,] 0.5713989
## [109,] 0.6586181
## [110,] 1.0124120
## [111,] 0.9800201
## [112,] 1.7145617
## [113,] 0.8195297
## [114,] 1.0325775
## [115,] 0.8619144
## [116,] 1.0415565
## [117,] 1.9032461
## [118,] 1.0371983
## [119,] 1.2085779
## [120,] 0.7052559
## [121,] 1.1949257
## [122,] 0.9494790
## [123,] 1.8954113
## [124,] 1.1613325
## [125,] 0.4772296
## [126,] 1.3344792
## [127,] 1.2053281
## [128,] 1.2095147
## [129,] 0.6415992
## [130,] 0.9085736
## [131,] 0.6689713
## [132,] 0.8425187
## [133,] 0.6882121
## [134,] 1.8502686
## [135,] 0.8051004
## [136,] 1.1677777
## [137,] 0.9520158
## [138,] 1.4517852
## [139,] 1.8173590
## [140,] 0.8557930
## [141,] 0.6120019
## [142,] 0.5646700
## [143,] 1.2533577
## [144,] 1.2610502
## [145,] 0.4500996
## [146,] 1.6277306
## [147,] 0.9812726
## [148,] 1.1177465
## [149,] 1.1240990
## [150,] 1.4382024
## [151,] 1.1686664
## [152,] 1.3963089
## [153,] 0.7382327
## [154,] 1.3112493
## [155,] 0.7500007
## [156,] 0.7782905
## [157,] 1.7174489
## [158,] 1.4841445
## [159,] 1.4716310
## [160,] 0.4612863
## [161,] 1.2247608
## [162,] 1.2097287
## [163,] 0.6271005
## [164,] 0.6875718
## [165,] 0.8013616
## [166,] 0.7626407
## [167,] 0.9059228
## [168,] 1.1733989
## [169,] 1.6525656
## [170,] 1.2495701
## [171,] 0.7674314
## [172,] 0.8619867
## [173,] 0.5777149
## [174,] 0.6824350
## [175,] 0.9659335
## [176,] 1.3996180
## [177,] 0.8204931
## [178,] 1.0481756
## [179,] 0.9127426
## [180,] 1.1759731
## [181,] 1.2154496
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## [856,] 1.3196609
## [857,] 0.9599899
## [858,] 1.0054296
## [859,] 0.8292252
## [860,] 0.4596498
## [861,] 0.6503621
## [862,] 0.8331581
## [863,] 1.0203329
## [864,] 1.1264445
## [865,] 2.0045207
## [866,] 1.8929160
## [867,] 1.2841020
## [868,] 1.1582458
## [869,] 0.9115403
## [870,] 0.4210167
## [871,] 1.3399700
## [872,] 0.7660149
## [873,] 0.6974093
## [874,] 0.5040168
## [875,] 2.0178869
## [876,] 1.2488919
## [877,] 1.8797999
## [878,] 0.6975787
## [879,] 1.8228184
## [880,] 1.5607267
## [881,] 1.0102988
## [882,] 0.8900051
## [883,] 0.5577218
## [884,] 0.7962693
## [885,] 1.2816398
## [886,] 0.6546842
## [887,] 0.5671832
## [888,] 0.9737408
## [889,] 1.0038516
## [890,] 1.9128617
## [891,] 0.9194828
## [892,] 0.5260491
## [893,] 0.9665072
## [894,] 1.0876346
## [895,] 0.8749307
## [896,] 0.9379828
## [897,] 0.8211953
## [898,] 1.1775393
## [899,] 0.9253704
## [900,] 0.6175591
## [901,] 0.5258616
## [902,] 1.2353098
## [903,] 0.7669618
## [904,] 0.8038480
## [905,] 0.8323963
## [906,] 1.0458126
## [907,] 1.0915143
## [908,] 1.3310997
## [909,] 1.1474172
## [910,] 0.8553423
## [911,] 0.5624873
## [912,] 1.6886357
## [913,] 1.7158017
## [914,] 0.8666125
## [915,] 1.1723000
## [916,] 1.0202425
## [917,] 0.5534576
## [918,] 1.0681079
## [919,] 0.7943121
## [920,] 0.8849264
## [921,] 0.8122308
## [922,] 0.9304249
## [923,] 0.9334745
## [924,] 1.1264737
## [925,] 0.5749210
## [926,] 0.8586690
## [927,] 1.1400929
## [928,] 0.6984543
## [929,] 1.1617559
## [930,] 1.3944565
## [931,] 1.6684960
## [932,] 0.9551412
## [933,] 0.4871564
## [934,] 0.9907465
## [935,] 1.2112398
## [936,] 1.2816992
## [937,] 1.1211919
## [938,] 0.7846556
## [939,] 0.6917259
## [940,] 1.2386860
## [941,] 0.9691778
## [942,] 1.8683608
## [943,] 0.8872428
## [944,] 1.0950381
## [945,] 0.2282981
## [946,] 1.5937316
## [947,] 0.5840795
## [948,] 1.2119566
## [949,] 1.3032765
## [950,] 1.2981601
## [951,] 1.7690620
## [952,] 0.7583525
## [953,] 0.9848948
## [954,] 1.2573479
## [955,] 1.4070885
## [956,] 0.9512232
## [957,] 0.5316868
## [958,] 0.9419496
## [959,] 0.8528598
## [960,] 2.2873426
## [961,] 0.6019313
## [962,] 1.1219650
## [963,] 1.1342381
## [964,] 0.7466363
## [965,] 0.9013414
## [966,] 0.4066981
## [967,] 0.7107019
## [968,] 0.5985623
## [969,] 0.5902708
## [970,] 1.0607805
## [971,] 0.7581914
## [972,] 0.6423335
## [973,] 1.2419446
## [974,] 0.9134122
## [975,] 0.6062061
## [976,] 0.7641665
## [977,] 1.2590879
## [978,] 1.0855616
## [979,] 1.1303577
## [980,] 0.6386716
## [981,] 0.5648662
## [982,] 1.3060905
## [983,] 1.1064156
## [984,] 1.0471911
## [985,] 0.4004252
## [986,] 0.9716202
## [987,] 0.9627532
## [988,] 1.2477767
## [989,] 0.8284478
## [990,] 0.2149536
## [991,] 0.4065478
## [992,] 1.0068829
## [993,] 0.9995362
## [994,] 0.8336144
## [995,] 1.1235906
## [996,] 0.9761451
## [997,] 1.1852900
## [998,] 0.6564536
## [999,] 0.6273613
##
## $model.matrix
## (Intercept) demo$career1 demo$career2 demo$career3 demo$career4
## 1 1 0 0 0 0
## 2 1 0 0 0 0
## 3 1 0 0 0 1
## 4 1 0 0 0 1
## 5 1 0 0 0 1
## 6 1 0 0 0 1
## 7 1 0 0 0 1
## 8 1 0 0 0 0
## 9 1 0 0 0 1
## 10 1 0 0 0 0
## 11 1 0 1 0 0
## 12 1 0 0 0 1
## 13 1 1 0 0 0
## 14 1 1 0 0 0
## 15 1 0 0 0 0
## 16 1 -1 -1 -1 -1
## 17 1 0 0 0 1
## 18 1 0 0 1 0
## 19 1 0 0 0 0
## 20 1 0 0 0 1
## 21 1 1 0 0 0
## 22 1 0 0 0 1
## 23 1 0 0 0 0
## 24 1 0 0 0 1
## 25 1 0 0 0 1
## 26 1 0 0 0 0
## 27 1 0 0 0 1
## 28 1 0 0 0 1
## 29 1 0 0 0 1
## 30 1 0 0 0 0
## 31 1 0 0 0 1
## 32 1 0 0 0 1
## 33 1 1 0 0 0
## 34 1 0 0 0 1
## 35 1 0 0 0 1
## 36 1 0 0 1 0
## 37 1 0 0 0 0
## 38 1 0 0 0 1
## 39 1 0 0 0 1
## 40 1 0 0 0 1
## 41 1 0 0 0 0
## 42 1 0 0 0 0
## 43 1 1 0 0 0
## 44 1 1 0 0 0
## 45 1 0 0 0 1
## 46 1 0 0 1 0
## 47 1 0 0 0 1
## 48 1 0 0 0 0
## 49 1 0 0 0 1
## 50 1 1 0 0 0
## 51 1 0 0 0 1
## 52 1 0 0 0 0
## 53 1 1 0 0 0
## 54 1 0 0 0 1
## 55 1 0 0 0 0
## 56 1 0 0 0 0
## 57 1 -1 -1 -1 -1
## 58 1 0 0 0 0
## 59 1 0 0 0 1
## 60 1 0 1 0 0
## 61 1 1 0 0 0
## 62 1 0 0 1 0
## 63 1 0 0 0 1
## 64 1 0 0 0 1
## 65 1 1 0 0 0
## 66 1 0 0 0 1
## 67 1 0 0 0 0
## 68 1 0 0 0 0
## 69 1 0 1 0 0
## 70 1 0 0 0 1
## 71 1 0 0 0 0
## 72 1 0 0 0 0
## 73 1 0 0 0 0
## 74 1 0 0 0 1
## 75 1 0 0 0 0
## 76 1 0 0 0 0
## 77 1 0 0 0 0
## 78 1 0 0 0 0
## 79 1 0 0 0 1
## 80 1 0 0 0 1
## 81 1 0 0 0 1
## 82 1 1 0 0 0
## 83 1 0 0 0 0
## 84 1 0 0 1 0
## 85 1 0 0 0 1
## 86 1 0 0 0 1
## 87 1 0 1 0 0
## 88 1 0 0 0 0
## 89 1 0 0 0 0
## 90 1 0 0 1 0
## 91 1 0 0 0 0
## 92 1 0 0 0 1
## 93 1 0 0 0 0
## 94 1 0 0 0 0
## 95 1 0 0 0 0
## 96 1 0 0 0 0
## 97 1 1 0 0 0
## 98 1 0 0 0 0
## 99 1 1 0 0 0
## 100 1 0 0 1 0
## 101 1 1 0 0 0
## 102 1 0 0 0 0
## 103 1 0 0 0 0
## 104 1 0 0 0 1
## 105 1 0 0 0 0
## 106 1 0 0 0 0
## 107 1 0 0 0 1
## 108 1 0 0 0 1
## 109 1 0 0 0 1
## 110 1 0 1 0 0
## 111 1 0 0 0 1
## 112 1 0 0 0 1
## 113 1 0 0 0 0
## 114 1 1 0 0 0
## 115 1 0 0 0 1
## 116 1 1 0 0 0
## 117 1 0 0 0 1
## 118 1 1 0 0 0
## 119 1 0 0 0 1
## 120 1 0 0 0 1
## 121 1 0 0 0 0
## 122 1 0 0 0 1
## 123 1 0 0 0 0
## 124 1 0 0 0 1
## 125 1 0 0 0 0
## 126 1 0 0 0 1
## 127 1 0 0 0 0
## 128 1 0 0 0 1
## 129 1 0 0 0 0
## 130 1 0 0 0 0
## 131 1 0 0 0 1
## 132 1 0 0 0 1
## 133 1 0 0 0 1
## 134 1 0 0 1 0
## 135 1 0 0 0 1
## 136 1 0 0 0 1
## 137 1 0 0 0 1
## 138 1 1 0 0 0
## 139 1 0 1 0 0
## 140 1 0 0 0 1
## 141 1 0 1 0 0
## 142 1 0 0 0 1
## 143 1 0 0 0 0
## 144 1 0 0 0 0
## 145 1 1 0 0 0
## 146 1 0 0 0 0
## 147 1 0 0 0 0
## 148 1 0 1 0 0
## 149 1 0 0 0 0
## 150 1 0 0 1 0
## 151 1 0 0 0 1
## 152 1 0 0 0 0
## 153 1 0 0 0 1
## 154 1 0 0 0 0
## 155 1 1 0 0 0
## 156 1 0 0 0 0
## 157 1 0 0 0 0
## 158 1 0 0 0 0
## 159 1 0 0 1 0
## 160 1 0 0 0 0
## 161 1 0 0 0 1
## 162 1 0 0 0 0
## 163 1 0 0 0 1
## 164 1 0 0 0 1
## 165 1 0 0 0 1
## 166 1 0 0 0 0
## 167 1 0 0 0 1
## 168 1 0 0 0 1
## 169 1 0 0 0 1
## 170 1 1 0 0 0
## 171 1 0 0 0 1
## 172 1 -1 -1 -1 -1
## 173 1 0 0 0 0
## 174 1 0 0 0 0
## 175 1 0 0 0 0
## 176 1 1 0 0 0
## 177 1 1 0 0 0
## 178 1 0 0 0 1
## 179 1 0 0 0 1
## 180 1 1 0 0 0
## 181 1 0 0 0 0
## 182 1 0 0 0 1
## 183 1 0 0 0 1
## 184 1 0 0 0 0
## 185 1 1 0 0 0
## 186 1 1 0 0 0
## 187 1 0 0 0 1
## 188 1 0 0 0 1
## 189 1 0 0 0 0
## 190 1 0 0 0 1
## 191 1 1 0 0 0
## 192 1 0 0 0 0
## 193 1 -1 -1 -1 -1
## 194 1 0 0 0 0
## 195 1 0 0 0 0
## 196 1 0 0 0 0
## 197 1 0 0 0 1
## 198 1 -1 -1 -1 -1
## 199 1 1 0 0 0
## 200 1 1 0 0 0
## 201 1 1 0 0 0
## 202 1 0 0 0 1
## 203 1 1 0 0 0
## 204 1 0 1 0 0
## 205 1 0 0 0 1
## 206 1 0 0 0 1
## 207 1 0 0 0 0
## 208 1 0 0 0 1
## 209 1 0 0 0 0
## 210 1 0 0 0 0
## 211 1 1 0 0 0
## 212 1 1 0 0 0
## 213 1 0 0 0 1
## 214 1 0 0 0 1
## 215 1 0 0 0 1
## 216 1 0 0 0 0
## 217 1 1 0 0 0
## 218 1 1 0 0 0
## 219 1 0 0 0 1
## 220 1 0 0 0 1
## 221 1 0 0 0 0
## 222 1 0 0 0 0
## 223 1 0 0 0 0
## 224 1 0 0 0 1
## 225 1 0 0 0 0
## 226 1 -1 -1 -1 -1
## 227 1 0 0 0 1
## 228 1 0 0 0 1
## 229 1 0 0 0 0
## 230 1 0 0 0 0
## 231 1 0 0 0 1
## 232 1 0 0 0 0
## 233 1 1 0 0 0
## 234 1 0 0 0 0
## 235 1 0 0 0 0
## 236 1 0 0 0 1
## 237 1 0 0 1 0
## 238 1 0 0 0 1
## 239 1 0 0 0 1
## 240 1 0 0 0 1
## 241 1 1 0 0 0
## 242 1 0 0 0 1
## 243 1 0 0 0 1
## 244 1 0 0 0 0
## 245 1 0 0 0 1
## 246 1 0 0 0 0
## 247 1 1 0 0 0
## 248 1 0 0 0 0
## 249 1 0 0 0 1
## 250 1 1 0 0 0
## 251 1 0 1 0 0
## 252 1 0 0 1 0
## 253 1 0 0 0 1
## 254 1 0 0 0 0
## 255 1 0 0 0 1
## 256 1 0 0 0 0
## 257 1 1 0 0 0
## 258 1 1 0 0 0
## 259 1 0 0 1 0
## 260 1 1 0 0 0
## 261 1 0 0 0 0
## 262 1 0 0 0 1
## 263 1 0 0 0 1
## 264 1 0 0 0 1
## 265 1 0 0 0 1
## 266 1 0 0 0 0
## 267 1 0 0 0 1
## 268 1 0 0 0 1
## 269 1 0 0 0 1
## 270 1 0 0 0 1
## 271 1 0 0 0 0
## 272 1 0 0 0 1
## 273 1 0 0 0 1
## 274 1 0 0 0 0
## 275 1 0 0 0 0
## 276 1 0 0 1 0
## 277 1 0 0 0 1
## 278 1 0 0 0 0
## 279 1 0 0 0 0
## 280 1 0 0 0 1
## 281 1 0 0 0 0
## 282 1 0 0 0 0
## 283 1 1 0 0 0
## 284 1 0 0 0 0
## 285 1 0 1 0 0
## 286 1 0 0 0 0
## 287 1 0 0 0 1
## 288 1 0 0 0 1
## 289 1 0 0 0 0
## 290 1 0 0 0 1
## 291 1 0 0 0 1
## 292 1 0 0 0 1
## 293 1 0 0 0 0
## 294 1 0 0 0 1
## 295 1 0 0 0 0
## 296 1 1 0 0 0
## 297 1 0 0 1 0
## 298 1 0 0 0 1
## 299 1 0 0 0 0
## 300 1 0 0 0 0
## 301 1 0 0 0 0
## 302 1 0 1 0 0
## 303 1 0 0 0 1
## 304 1 0 1 0 0
## 305 1 1 0 0 0
## 306 1 0 0 0 0
## 307 1 0 0 0 0
## 308 1 0 0 0 0
## 309 1 0 0 0 0
## 310 1 0 0 0 0
## 311 1 0 0 0 0
## 312 1 0 0 0 0
## demo$career5 demo$career6 demo$career7 demo$career8
## 1 1 0 0 0
## 2 1 0 0 0
## 3 0 0 0 0
## 4 0 0 0 0
## 5 0 0 0 0
## 6 0 0 0 0
## 7 0 0 0 0
## 8 1 0 0 0
## 9 0 0 0 0
## 10 0 0 0 1
## 11 0 0 0 0
## 12 0 0 0 0
## 13 0 0 0 0
## 14 0 0 0 0
## 15 0 0 0 1
## 16 -1 -1 -1 -1
## 17 0 0 0 0
## 18 0 0 0 0
## 19 1 0 0 0
## 20 0 0 0 0
## 21 0 0 0 0
## 22 0 0 0 0
## 23 1 0 0 0
## 24 0 0 0 0
## 25 0 0 0 0
## 26 1 0 0 0
## 27 0 0 0 0
## 28 0 0 0 0
## 29 0 0 0 0
## 30 0 1 0 0
## 31 0 0 0 0
## 32 0 0 0 0
## 33 0 0 0 0
## 34 0 0 0 0
## 35 0 0 0 0
## 36 0 0 0 0
## 37 0 1 0 0
## 38 0 0 0 0
## 39 0 0 0 0
## 40 0 0 0 0
## 41 1 0 0 0
## 42 1 0 0 0
## 43 0 0 0 0
## 44 0 0 0 0
## 45 0 0 0 0
## 46 0 0 0 0
## 47 0 0 0 0
## 48 1 0 0 0
## 49 0 0 0 0
## 50 0 0 0 0
## 51 0 0 0 0
## 52 0 1 0 0
## 53 0 0 0 0
## 54 0 0 0 0
## 55 0 1 0 0
## 56 0 1 0 0
## 57 -1 -1 -1 -1
## 58 1 0 0 0
## 59 0 0 0 0
## 60 0 0 0 0
## 61 0 0 0 0
## 62 0 0 0 0
## 63 0 0 0 0
## 64 0 0 0 0
## 65 0 0 0 0
## 66 0 0 0 0
## 67 1 0 0 0
## 68 0 1 0 0
## 69 0 0 0 0
## 70 0 0 0 0
## 71 0 0 0 1
## 72 0 1 0 0
## 73 0 1 0 0
## 74 0 0 0 0
## 75 1 0 0 0
## 76 1 0 0 0
## 77 1 0 0 0
## 78 1 0 0 0
## 79 0 0 0 0
## 80 0 0 0 0
## 81 0 0 0 0
## 82 0 0 0 0
## 83 0 1 0 0
## 84 0 0 0 0
## 85 0 0 0 0
## 86 0 0 0 0
## 87 0 0 0 0
## 88 0 1 0 0
## 89 1 0 0 0
## 90 0 0 0 0
## 91 1 0 0 0
## 92 0 0 0 0
## 93 1 0 0 0
## 94 0 0 1 0
## 95 0 0 1 0
## 96 1 0 0 0
## 97 0 0 0 0
## 98 1 0 0 0
## 99 0 0 0 0
## 100 0 0 0 0
## 101 0 0 0 0
## 102 1 0 0 0
## 103 1 0 0 0
## 104 0 0 0 0
## 105 0 0 0 1
## 106 0 1 0 0
## 107 0 0 0 0
## 108 0 0 0 0
## 109 0 0 0 0
## 110 0 0 0 0
## 111 0 0 0 0
## 112 0 0 0 0
## 113 1 0 0 0
## 114 0 0 0 0
## 115 0 0 0 0
## 116 0 0 0 0
## 117 0 0 0 0
## 118 0 0 0 0
## 119 0 0 0 0
## 120 0 0 0 0
## 121 1 0 0 0
## 122 0 0 0 0
## 123 1 0 0 0
## 124 0 0 0 0
## 125 1 0 0 0
## 126 0 0 0 0
## 127 0 1 0 0
## 128 0 0 0 0
## 129 0 0 1 0
## 130 1 0 0 0
## 131 0 0 0 0
## 132 0 0 0 0
## 133 0 0 0 0
## 134 0 0 0 0
## 135 0 0 0 0
## 136 0 0 0 0
## 137 0 0 0 0
## 138 0 0 0 0
## 139 0 0 0 0
## 140 0 0 0 0
## 141 0 0 0 0
## 142 0 0 0 0
## 143 1 0 0 0
## 144 1 0 0 0
## 145 0 0 0 0
## 146 0 1 0 0
## 147 1 0 0 0
## 148 0 0 0 0
## 149 1 0 0 0
## 150 0 0 0 0
## 151 0 0 0 0
## 152 1 0 0 0
## 153 0 0 0 0
## 154 0 0 1 0
## 155 0 0 0 0
## 156 1 0 0 0
## 157 1 0 0 0
## 158 1 0 0 0
## 159 0 0 0 0
## 160 0 1 0 0
## 161 0 0 0 0
## 162 1 0 0 0
## 163 0 0 0 0
## 164 0 0 0 0
## 165 0 0 0 0
## 166 1 0 0 0
## 167 0 0 0 0
## 168 0 0 0 0
## 169 0 0 0 0
## 170 0 0 0 0
## 171 0 0 0 0
## 172 -1 -1 -1 -1
## 173 1 0 0 0
## 174 1 0 0 0
## 175 1 0 0 0
## 176 0 0 0 0
## 177 0 0 0 0
## 178 0 0 0 0
## 179 0 0 0 0
## 180 0 0 0 0
## 181 1 0 0 0
## 182 0 0 0 0
## 183 0 0 0 0
## 184 1 0 0 0
## 185 0 0 0 0
## 186 0 0 0 0
## 187 0 0 0 0
## 188 0 0 0 0
## 189 0 0 0 1
## 190 0 0 0 0
## 191 0 0 0 0
## 192 0 0 1 0
## 193 -1 -1 -1 -1
## 194 0 0 0 1
## 195 1 0 0 0
## 196 1 0 0 0
## 197 0 0 0 0
## 198 -1 -1 -1 -1
## 199 0 0 0 0
## 200 0 0 0 0
## 201 0 0 0 0
## 202 0 0 0 0
## 203 0 0 0 0
## 204 0 0 0 0
## 205 0 0 0 0
## 206 0 0 0 0
## 207 0 1 0 0
## 208 0 0 0 0
## 209 1 0 0 0
## 210 1 0 0 0
## 211 0 0 0 0
## 212 0 0 0 0
## 213 0 0 0 0
## 214 0 0 0 0
## 215 0 0 0 0
## 216 1 0 0 0
## 217 0 0 0 0
## 218 0 0 0 0
## 219 0 0 0 0
## 220 0 0 0 0
## 221 1 0 0 0
## 222 1 0 0 0
## 223 1 0 0 0
## 224 0 0 0 0
## 225 1 0 0 0
## 226 -1 -1 -1 -1
## 227 0 0 0 0
## 228 0 0 0 0
## 229 0 0 0 1
## 230 1 0 0 0
## 231 0 0 0 0
## 232 0 0 1 0
## 233 0 0 0 0
## 234 0 0 0 1
## 235 1 0 0 0
## 236 0 0 0 0
## 237 0 0 0 0
## 238 0 0 0 0
## 239 0 0 0 0
## 240 0 0 0 0
## 241 0 0 0 0
## 242 0 0 0 0
## 243 0 0 0 0
## 244 0 0 0 1
## 245 0 0 0 0
## 246 1 0 0 0
## 247 0 0 0 0
## 248 0 1 0 0
## 249 0 0 0 0
## 250 0 0 0 0
## 251 0 0 0 0
## 252 0 0 0 0
## 253 0 0 0 0
## 254 1 0 0 0
## 255 0 0 0 0
## 256 0 0 1 0
## 257 0 0 0 0
## 258 0 0 0 0
## 259 0 0 0 0
## 260 0 0 0 0
## 261 1 0 0 0
## 262 0 0 0 0
## 263 0 0 0 0
## 264 0 0 0 0
## 265 0 0 0 0
## 266 1 0 0 0
## 267 0 0 0 0
## 268 0 0 0 0
## 269 0 0 0 0
## 270 0 0 0 0
## 271 1 0 0 0
## 272 0 0 0 0
## 273 0 0 0 0
## 274 1 0 0 0
## 275 0 0 0 1
## 276 0 0 0 0
## 277 0 0 0 0
## 278 0 0 0 1
## 279 0 1 0 0
## 280 0 0 0 0
## 281 1 0 0 0
## 282 1 0 0 0
## 283 0 0 0 0
## 284 0 1 0 0
## 285 0 0 0 0
## 286 0 1 0 0
## 287 0 0 0 0
## 288 0 0 0 0
## 289 1 0 0 0
## 290 0 0 0 0
## 291 0 0 0 0
## 292 0 0 0 0
## 293 1 0 0 0
## 294 0 0 0 0
## 295 0 0 0 1
## 296 0 0 0 0
## 297 0 0 0 0
## 298 0 0 0 0
## 299 1 0 0 0
## 300 1 0 0 0
## 301 1 0 0 0
## 302 0 0 0 0
## 303 0 0 0 0
## 304 0 0 0 0
## 305 0 0 0 0
## 306 1 0 0 0
## 307 1 0 0 0
## 308 1 0 0 0
## 309 1 0 0 0
## 310 1 0 0 0
## 311 0 1 0 0
## 312 1 0 0 0
##
## $terms
## sci_comp ~ demo$career
## attr(,"variables")
## list(sci_comp, demo$career)
## attr(,"factors")
## demo$career
## sci_comp 0
## demo$career 1
## attr(,"term.labels")
## [1] "demo$career"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"This shows that the differences in answers are not significant,
according to career goals.
Personal Community Orientation
Now, Personal Community Orientation:
And an Adonis
test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$career 8 0.22325 0.0279061 3.3536 0.08134 0.005 **
## Residuals 303 2.52133 0.0083212 0.91866
## Total 311 2.74458 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $call
## adonis(formula = per_comm_orient ~ demo$career)
##
## $coefficients
## per_comm_orient1 per_comm_orient2 per_comm_orient3
## (Intercept) 5.19517632 5.0096867 5.50277767
## demo$career1 0.09371257 0.2347577 0.07500011
## demo$career2 0.49713137 0.9133902 0.72799156
## demo$career3 0.13815701 -0.1430201 0.16388900
## demo$career4 0.06711876 0.3345756 0.15296004
## demo$career5 0.17982368 0.3514244 0.20555567
## demo$career6 0.45482368 0.2903133 0.39722233
## demo$career7 -0.62374775 -1.2954010 -1.21706338
## demo$career8 -0.44517632 -0.5096867 -0.16944433
## per_comm_orient4
## (Intercept) 5.34683991
## demo$career1 0.16427120
## demo$career2 1.03777548
## demo$career3 -0.08017324
## demo$career4 0.07938960
## demo$career5 0.08371565
## demo$career6 0.30316009
## demo$career7 -1.06112562
## demo$career8 -0.18017324
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.097093033 0.0768655450 0.082056240 0.082056240 0.082056240
## demo$career1 -0.017781319 -0.0150047492 -0.027053904 -0.027053904 -0.027053904
## demo$career2 -0.002568396 0.0268893395 -0.026695969 -0.026695969 -0.026695969
## demo$career3 0.013159953 0.0122637422 0.017065093 0.017065093 0.017065093
## demo$career4 -0.016039466 -0.0049568356 -0.021443795 -0.021443795 -0.021443795
## demo$career5 -0.012883471 0.0009370174 -0.021332581 -0.021332581 -0.021332581
## demo$career6 -0.014366699 -0.0012963375 -0.023663775 -0.023663775 -0.023663775
## demo$career7 0.055012462 0.0296591218 0.091602393 0.091602393 0.091602393
## demo$career8 0.003777545 -0.0285926191 0.006839702 0.006839702 0.006839702
## 6 7 8 9 10
## (Intercept) 0.078448444 0.132812272 0.08651902 0.097206506 0.1061466134
## demo$career1 -0.020717923 -0.017252406 -0.02477428 -0.018515864 -0.0005914097
## demo$career2 0.008553602 -0.069856446 -0.03941154 -0.030999084 0.0416839936
## demo$career3 0.015296308 0.003155397 0.01354367 0.005513183 0.0045055695
## demo$career4 -0.009822631 -0.016755466 -0.02102286 -0.013993405 0.0013687194
## demo$career5 -0.004735001 -0.018883319 -0.02466508 -0.017249469 0.0186543980
## demo$career6 -0.007949094 -0.032911290 -0.03076292 -0.026730363 0.0089297437
## demo$career7 0.051640395 0.103341368 0.09371538 0.083027894 -0.0038142588
## demo$career8 -0.018596538 0.023850115 0.01233898 0.001651495 -0.0571594684
## 11 12 13 14 15
## (Intercept) 0.1480656959 0.08651902 0.0768655450 0.0768655450 0.091126716
## demo$career1 -0.0162986616 -0.02477428 -0.0150047492 -0.0150047492 -0.012478225
## demo$career2 -0.0726674896 -0.03941154 0.0268893395 0.0268893395 0.012628168
## demo$career3 0.0005945031 0.01354367 0.0122637422 0.0122637422 0.015024978
## demo$career4 -0.0172485788 -0.02102286 -0.0049568356 -0.0049568356 -0.009581720
## demo$career5 -0.0174813010 -0.02466508 0.0009370174 0.0009370174 -0.004303097
## demo$career6 -0.0358340683 -0.03076292 -0.0012963375 -0.0012963375 -0.003048351
## demo$career7 0.1050642660 0.09371538 0.0296591218 0.0296591218 0.045300409
## demo$career8 0.0262492389 0.01233898 -0.0285926191 -0.0285926191 -0.034392734
## 16 17 18 19 20
## (Intercept) 0.202862928 0.08651902 0.108286348 0.08651902 0.115899501
## demo$career1 0.012780806 -0.02477428 -0.005842651 -0.02477428 -0.012163518
## demo$career2 0.065342210 -0.03941154 -0.006903841 -0.03941154 0.017388792
## demo$career3 -0.002127829 0.01354367 -0.004002326 0.01354367 0.017132423
## demo$career4 0.011191707 -0.02102286 -0.005233609 -0.02102286 -0.006908240
## demo$career5 0.033637366 -0.02466508 -0.003079316 -0.02466508 0.004958203
## demo$career6 0.025581612 -0.03076292 -0.018490021 -0.03076292 0.003608070
## demo$career7 -0.074066055 0.09371538 0.043809551 0.09371538 0.019658977
## demo$career8 -0.034667493 0.01233898 -0.017953578 0.01233898 -0.027771949
## 21 22 23 24 25
## (Intercept) 0.240303761 0.0768655450 0.082056240 0.10137740 0.1061466134
## demo$career1 0.008576415 -0.0150047492 -0.027053904 -0.02120057 -0.0005914097
## demo$career2 0.062071570 0.0268893395 -0.026695969 -0.05594347 0.0416839936
## demo$career3 0.001215960 0.0122637422 0.017065093 0.01307415 0.0045055695
## demo$career4 0.011683018 -0.0049568356 -0.021443795 -0.01840005 0.0013687194
## demo$career5 0.030624566 0.0009370174 -0.021332581 -0.02122818 0.0186543980
## demo$career6 0.022824517 -0.0012963375 -0.023663775 -0.03156487 0.0089297437
## demo$career7 -0.073388622 0.0296591218 0.091602393 0.09838838 -0.0038142588
## demo$career8 -0.036406639 -0.0285926191 0.006839702 0.01761080 -0.0571594684
## 26 27 28 29 30
## (Intercept) 0.99845679 0.08540691 0.1480656959 0.08651902 0.0890649490
## demo$career1 0.00154321 -0.01959865 -0.0162986616 -0.02477428 -0.0070664355
## demo$career2 0.00154321 -0.02335451 -0.0726674896 -0.03941154 0.0363337981
## demo$career3 0.00154321 0.01075146 0.0005945031 0.01354367 0.0053684208
## demo$career4 0.00154321 -0.01678221 -0.0172485788 -0.02102286 -0.0001080081
## demo$career5 -0.01234568 -0.01989389 -0.0174813010 -0.02466508 0.0112797817
## demo$career6 0.00154321 -0.02509807 -0.0358340683 -0.03076292 0.0018821187
## demo$career7 0.00154321 0.07431444 0.1050642660 0.09371538 0.0076237334
## demo$career8 0.00154321 0.00366130 0.0262492389 0.01233898 -0.0405929310
## 31 32 33 34 35
## (Intercept) 0.08651902 0.082056240 0.124053022 0.099947617 0.08651902
## demo$career1 -0.02477428 -0.027053904 -0.012267389 -0.018579900 -0.02477428
## demo$career2 -0.03941154 -0.026695969 0.032099673 -0.005615408 -0.03941154
## demo$career3 0.01354367 0.017065093 0.012596167 0.013496113 0.01354367
## demo$career4 -0.02102286 -0.021443795 -0.002733551 -0.015286492 -0.02102286
## demo$career5 -0.02466508 -0.021332581 0.003697737 -0.004214902 -0.02466508
## demo$career6 -0.03076292 -0.023663775 0.004774606 -0.010096562 -0.03076292
## demo$career7 0.09371538 0.091602393 0.003022564 0.059280675 0.09371538
## demo$career8 0.01233898 0.006839702 -0.020122776 -0.016151664 0.01233898
## 36 37 38 39 40
## (Intercept) 0.131998816 0.08135591 0.08651902 0.0890649490 0.082690626
## demo$career1 -0.017261995 -0.02156859 -0.02477428 -0.0070664355 -0.018654106
## demo$career2 -0.066193986 -0.02272232 -0.03941154 0.0363337981 0.007889238
## demo$career3 0.001546305 0.01480246 0.01354367 0.0053684208 0.011054126
## demo$career4 -0.017810221 -0.01502650 -0.02102286 -0.0001080081 -0.011657193
## demo$career5 -0.017535674 -0.01953379 -0.02466508 0.0112797817 -0.005115197
## demo$career6 -0.037688329 -0.02322099 -0.03076292 0.0018821187 -0.009918549
## demo$career7 0.104154825 0.07836544 0.09371538 0.0076237334 0.047398213
## demo$career8 0.024663572 -0.00357108 0.01233898 -0.0405929310 -0.011021741
## 41 42 43 44 45
## (Intercept) 0.082056240 0.08651902 0.0768655450 0.082056240 0.0890649490
## demo$career1 -0.027053904 -0.02477428 -0.0150047492 -0.027053904 -0.0070664355
## demo$career2 -0.026695969 -0.03941154 0.0268893395 -0.026695969 0.0363337981
## demo$career3 0.017065093 0.01354367 0.0122637422 0.017065093 0.0053684208
## demo$career4 -0.021443795 -0.02102286 -0.0049568356 -0.021443795 -0.0001080081
## demo$career5 -0.021332581 -0.02466508 0.0009370174 -0.021332581 0.0112797817
## demo$career6 -0.023663775 -0.03076292 -0.0012963375 -0.023663775 0.0018821187
## demo$career7 0.091602393 0.09371538 0.0296591218 0.091602393 0.0076237334
## demo$career8 0.006839702 0.01233898 -0.0285926191 0.006839702 -0.0405929310
## 46 47 48 49 50
## (Intercept) 0.269265599 0.222541358 0.075098589 0.0768655450 0.087455516
## demo$career1 0.015868761 0.004679174 -0.018324140 -0.0150047492 -0.016499662
## demo$career2 0.064056718 0.035073074 0.008151112 0.0268893395 -0.006180731
## demo$career3 -0.006541274 -0.000705869 0.015545388 0.0122637422 0.007568200
## demo$career4 0.013589092 0.003586188 -0.010704602 -0.0049568356 -0.011467550
## demo$career5 0.037127461 0.013444224 -0.010741505 0.0009370174 -0.009018462
## demo$career6 0.030574929 0.004714683 -0.009474587 -0.0012963375 -0.017679440
## demo$career7 -0.096587142 -0.036736035 0.054990250 0.0296591218 0.050694804
## demo$career8 -0.027409179 -0.014077432 -0.019122652 -0.0285926191 -0.004878879
## 51 52 53 54 55
## (Intercept) 0.08651902 0.08651902 0.076617470 0.08651902 0.131998816
## demo$career1 -0.02477428 -0.02477428 -0.023808316 -0.02477428 -0.017261995
## demo$career2 -0.03941154 -0.03941154 -0.009343176 -0.03941154 -0.066193986
## demo$career3 0.01354367 0.01354367 0.018406247 0.01354367 0.001546305
## demo$career4 -0.02102286 -0.02102286 -0.015308359 -0.02102286 -0.017810221
## demo$career5 -0.02466508 -0.02466508 -0.015985807 -0.02466508 -0.017535674
## demo$career6 -0.03076292 -0.03076292 -0.015775569 -0.03076292 -0.037688329
## demo$career7 0.09371538 0.09371538 0.075818565 0.09371538 0.104154825
## demo$career8 0.01233898 0.01233898 -0.009553098 0.01233898 0.024663572
## 56 57 58 59 60
## (Intercept) 0.08651902 0.075098589 0.076617470 0.082056240 0.10137740
## demo$career1 -0.02477428 -0.018324140 -0.023808316 -0.027053904 -0.02120057
## demo$career2 -0.03941154 0.008151112 -0.009343176 -0.026695969 -0.05594347
## demo$career3 0.01354367 0.015545388 0.018406247 0.017065093 0.01307415
## demo$career4 -0.02102286 -0.010704602 -0.015308359 -0.021443795 -0.01840005
## demo$career5 -0.02466508 -0.010741505 -0.015985807 -0.021332581 -0.02122818
## demo$career6 -0.03076292 -0.009474587 -0.015775569 -0.023663775 -0.03156487
## demo$career7 0.09371538 0.054990250 0.075818565 0.091602393 0.09838838
## demo$career8 0.01233898 -0.019122652 -0.009553098 0.006839702 0.01761080
## 61 62 63 64 65
## (Intercept) 0.08003920 0.101875117 0.1110109931 0.118464905 0.131998816
## demo$career1 -0.01617970 -0.021698284 -0.0042135771 -0.020640423 -0.017261995
## demo$career2 -0.00592392 -0.047147617 0.0408681969 -0.050590079 -0.066193986
## demo$career3 0.01195421 0.004458512 0.0102818305 0.001777446 0.001546305
## demo$career4 -0.01053588 -0.019869026 -0.0021443887 -0.020342051 -0.017810221
## demo$career5 -0.01451275 -0.022292787 0.0122420307 -0.020809603 -0.017535674
## demo$career6 -0.01724473 -0.034023365 0.0096926860 -0.037082017 -0.037688329
## demo$career7 0.05811112 0.097890666 -0.0002752772 0.099919709 0.104154825
## demo$career8 -0.01279445 0.017113091 -0.0390008251 0.019772542 0.024663572
## 66 67 68 69 70
## (Intercept) 0.115894316 0.08003920 0.075098589 0.08651902 0.08651902
## demo$career1 -0.012924416 -0.01617970 -0.018324140 -0.02477428 -0.02477428
## demo$career2 0.017607208 -0.00592392 0.008151112 -0.03941154 -0.03941154
## demo$career3 0.013785475 0.01195421 0.015545388 0.01354367 0.01354367
## demo$career4 -0.009328206 -0.01053588 -0.010704602 -0.02102286 -0.02102286
## demo$career5 -0.006383088 -0.01451275 -0.010741505 -0.02466508 -0.02466508
## demo$career6 -0.003865624 -0.01724473 -0.009474587 -0.03076292 -0.03076292
## demo$career7 0.035549435 0.05811112 0.054990250 0.09371538 0.09371538
## demo$career8 -0.009771283 -0.01279445 -0.019122652 0.01233898 0.01233898
## 71 72 73 74 75
## (Intercept) 0.08003920 0.0768655450 0.08651902 0.075098589 0.1480656959
## demo$career1 -0.01617970 -0.0150047492 -0.02477428 -0.018324140 -0.0162986616
## demo$career2 -0.00592392 0.0268893395 -0.03941154 0.008151112 -0.0726674896
## demo$career3 0.01195421 0.0122637422 0.01354367 0.015545388 0.0005945031
## demo$career4 -0.01053588 -0.0049568356 -0.02102286 -0.010704602 -0.0172485788
## demo$career5 -0.01451275 0.0009370174 -0.02466508 -0.010741505 -0.0174813010
## demo$career6 -0.01724473 -0.0012963375 -0.03076292 -0.009474587 -0.0358340683
## demo$career7 0.05811112 0.0296591218 0.09371538 0.054990250 0.1050642660
## demo$career8 -0.01279445 -0.0285926191 0.01233898 -0.019122652 0.0262492389
## 76 77 78 79 80
## (Intercept) 0.082056240 0.08651902 0.08651902 0.118464905 0.08651902
## demo$career1 -0.027053904 -0.02477428 -0.02477428 -0.020640423 -0.02477428
## demo$career2 -0.026695969 -0.03941154 -0.03941154 -0.050590079 -0.03941154
## demo$career3 0.017065093 0.01354367 0.01354367 0.001777446 0.01354367
## demo$career4 -0.021443795 -0.02102286 -0.02102286 -0.020342051 -0.02102286
## demo$career5 -0.021332581 -0.02466508 -0.02466508 -0.020809603 -0.02466508
## demo$career6 -0.023663775 -0.03076292 -0.03076292 -0.037082017 -0.03076292
## demo$career7 0.091602393 0.09371538 0.09371538 0.099919709 0.09371538
## demo$career8 0.006839702 0.01233898 0.01233898 0.019772542 0.01233898
## 81 82 83 84 85
## (Intercept) 0.08651902 0.08651902 0.082056240 0.0768655450 0.104220981
## demo$career1 -0.02477428 -0.02477428 -0.027053904 -0.0150047492 -0.006157402
## demo$career2 -0.03941154 -0.03941154 -0.026695969 0.0268893395 0.025335771
## demo$career3 0.01354367 0.01354367 0.017065093 0.0122637422 0.007581175
## demo$career4 -0.02102286 -0.02102286 -0.021443795 -0.0049568356 -0.004728497
## demo$career5 -0.02466508 -0.02466508 -0.021332581 0.0009370174 0.003089901
## demo$career6 -0.03076292 -0.03076292 -0.023663775 -0.0012963375 -0.002797327
## demo$career7 0.09371538 0.09371538 0.091602393 0.0296591218 0.015678982
## demo$career8 0.01233898 0.01233898 0.006839702 -0.0285926191 -0.025006435
## 86 87 88 89 90
## (Intercept) 0.082056240 0.10137740 0.0768655450 0.075098589 0.1061466134
## demo$career1 -0.027053904 -0.02120057 -0.0150047492 -0.018324140 -0.0005914097
## demo$career2 -0.026695969 -0.05594347 0.0268893395 0.008151112 0.0416839936
## demo$career3 0.017065093 0.01307415 0.0122637422 0.015545388 0.0045055695
## demo$career4 -0.021443795 -0.01840005 -0.0049568356 -0.010704602 0.0013687194
## demo$career5 -0.021332581 -0.02122818 0.0009370174 -0.010741505 0.0186543980
## demo$career6 -0.023663775 -0.03156487 -0.0012963375 -0.009474587 0.0089297437
## demo$career7 0.091602393 0.09838838 0.0296591218 0.054990250 -0.0038142588
## demo$career8 0.006839702 0.01761080 -0.0285926191 -0.019122652 -0.0571594684
## 91 92 93 94 95
## (Intercept) 0.097885762 0.124620600 0.082056240 0.133652248 0.0768655450
## demo$career1 -0.023879335 0.004472726 -0.027053904 0.002748917 -0.0150047492
## demo$career2 -0.034883468 0.051098142 -0.026695969 0.034283108 0.0268893395
## demo$career3 0.007732478 0.002906273 0.017065093 0.002458830 0.0122637422
## demo$career4 -0.020267901 0.003051631 -0.021443795 0.003410314 -0.0049568356
## demo$career5 -0.019006185 0.023460317 -0.021332581 0.014411808 0.0009370174
## demo$career6 -0.027163388 0.013324631 -0.023663775 0.002411180 -0.0012963375
## demo$career7 0.095954080 -0.024300275 0.091602393 -0.031030655 0.0296591218
## demo$career8 0.011841804 -0.051837652 0.006839702 -0.021413035 -0.0285926191
## 96 97 98 99 100
## (Intercept) 0.0768655450 0.08651902 0.075098589 0.0768655450 0.148102941
## demo$career1 -0.0150047492 -0.02477428 -0.018324140 -0.0150047492 0.006908400
## demo$career2 0.0268893395 -0.03941154 0.008151112 0.0268893395 0.056900216
## demo$career3 0.0122637422 0.01354367 0.015545388 0.0122637422 -0.002892181
## demo$career4 -0.0049568356 -0.02102286 -0.010704602 -0.0049568356 0.008001092
## demo$career5 0.0009370174 -0.02466508 -0.010741505 0.0009370174 0.027615370
## demo$career6 -0.0012963375 -0.03076292 -0.009474587 -0.0012963375 0.016419010
## demo$career7 0.0296591218 0.09371538 0.054990250 0.0296591218 -0.041842507
## demo$career8 -0.0285926191 0.01233898 -0.019122652 -0.0285926191 -0.045300182
## 101 102 103 104 105
## (Intercept) 0.1480656959 0.08651902 0.091635144 0.0890649490 0.083311132
## demo$career1 -0.0162986616 -0.02477428 -0.014114186 -0.0070664355 -0.018515446
## demo$career2 -0.0726674896 -0.03941154 0.016168324 0.0363337981 -0.005532850
## demo$career3 0.0005945031 0.01354367 0.014421719 0.0053684208 0.011712585
## demo$career4 -0.0172485788 -0.02102286 -0.009455061 -0.0001080081 -0.009673279
## demo$career5 -0.0174813010 -0.02466508 -0.007036481 0.0112797817 -0.008648580
## demo$career6 -0.0358340683 -0.03076292 -0.005857203 0.0018821187 -0.015757277
## demo$career7 0.1050642660 0.09371538 0.037487685 0.0076237334 0.054839189
## demo$career8 0.0262492389 0.01233898 -0.013409933 -0.0405929310 -0.012278506
## 106 107 108 109 110
## (Intercept) 0.084033787 0.076617470 0.112504644 0.08540691 0.0870269214
## demo$career1 -0.024128273 -0.023808316 -0.020321116 -0.01959865 -0.0106820521
## demo$career2 -0.009599987 -0.009343176 -0.051497709 -0.02335451 0.0169303923
## demo$career3 0.014020233 0.018406247 0.007389087 0.01075146 0.0089277626
## demo$career4 -0.016240029 -0.015308359 -0.017656771 -0.01678221 -0.0061278237
## demo$career5 -0.010491523 -0.015985807 -0.015682403 -0.01989389 -0.0009622093
## demo$career6 -0.016210276 -0.015775569 -0.028039686 -0.02509807 -0.0065767615
## demo$career7 0.068402248 0.075818565 0.100550175 0.07431444 0.0341593995
## demo$career8 -0.001637525 -0.009553098 0.017121861 0.00366130 -0.0306190749
## 111 112 113 114 115
## (Intercept) 0.0768655450 0.083311132 0.0768655450 0.08651902 0.093275476
## demo$career1 -0.0150047492 -0.018515446 -0.0150047492 -0.02477428 -0.008912180
## demo$career2 0.0268893395 -0.005532850 0.0268893395 -0.03941154 0.031910041
## demo$career3 0.0122637422 0.011712585 0.0122637422 0.01354367 0.011622402
## demo$career4 -0.0049568356 -0.009673279 -0.0049568356 -0.02102286 -0.003649535
## demo$career5 0.0009370174 -0.008648580 0.0009370174 -0.02466508 0.007849699
## demo$career6 -0.0012963375 -0.015757277 -0.0012963375 -0.03076292 0.005498853
## demo$career7 0.0296591218 0.054839189 0.0296591218 0.09371538 0.019071722
## demo$career8 -0.0285926191 -0.012278506 -0.0285926191 0.01233898 -0.044459997
## 116 117 118 119 120
## (Intercept) 0.0768655450 0.082056240 0.08135591 0.082056240 0.08003920
## demo$career1 -0.0150047492 -0.027053904 -0.02156859 -0.027053904 -0.01617970
## demo$career2 0.0268893395 -0.026695969 -0.02272232 -0.026695969 -0.00592392
## demo$career3 0.0122637422 0.017065093 0.01480246 0.017065093 0.01195421
## demo$career4 -0.0049568356 -0.021443795 -0.01502650 -0.021443795 -0.01053588
## demo$career5 0.0009370174 -0.021332581 -0.01953379 -0.021332581 -0.01451275
## demo$career6 -0.0012963375 -0.023663775 -0.02322099 -0.023663775 -0.01724473
## demo$career7 0.0296591218 0.091602393 0.07836544 0.091602393 0.05811112
## demo$career8 -0.0285926191 0.006839702 -0.00357108 0.006839702 -0.01279445
## 121 122 123 124 125
## (Intercept) 0.08651902 0.0768655450 0.08651902 0.0768655450 0.080761854
## demo$career1 -0.02477428 -0.0150047492 -0.02477428 -0.0150047492 -0.021792531
## demo$career2 -0.03941154 0.0268893395 -0.03941154 0.0268893395 -0.009991057
## demo$career3 0.01354367 0.0122637422 0.01354367 0.0122637422 0.014261863
## demo$career4 -0.02102286 -0.0049568356 -0.02102286 -0.0049568356 -0.017102629
## demo$career5 -0.02466508 0.0009370174 -0.02466508 0.0009370174 -0.016355689
## demo$career6 -0.03076292 -0.0012963375 -0.03076292 -0.0012963375 -0.017697731
## demo$career7 0.09371538 0.0296591218 0.09371538 0.0296591218 0.071674181
## demo$career8 0.01233898 -0.0285926191 0.01233898 -0.0285926191 -0.002153471
## 126 127 128 129 130
## (Intercept) 0.118042176 0.118464905 0.093275476 0.1293471210 0.0768655450
## demo$career1 -0.007512898 -0.020640423 -0.008912180 0.0009627658 -0.0150047492
## demo$career2 0.029563510 -0.050590079 0.031910041 0.0507672255 0.0268893395
## demo$career3 0.010981740 0.001777446 0.011622402 0.0060296798 0.0122637422
## demo$career4 -0.002689382 -0.020342051 -0.003649535 0.0036319141 -0.0049568356
## demo$career5 0.009860824 -0.020809603 0.007849699 0.0194144004 0.0009370174
## demo$career6 0.007928308 -0.037082017 0.005498853 0.0115392860 -0.0012963375
## demo$career7 0.008326460 0.099919709 0.019071722 -0.0369354143 0.0296591218
## demo$career8 -0.041402378 0.019772542 -0.044459997 -0.0285075452 -0.0285926191
## 131 132 133 134 135
## (Intercept) 0.269265599 0.0768655450 0.103155237 0.0768655450 0.08651902
## demo$career1 0.015868761 -0.0150047492 -0.018576725 -0.0150047492 -0.02477428
## demo$career2 0.064056718 0.0268893395 -0.027509819 0.0268893395 -0.03941154
## demo$career3 -0.006541274 0.0122637422 0.007850758 0.0122637422 0.01354367
## demo$career4 0.013589092 -0.0049568356 -0.017371040 -0.0049568356 -0.02102286
## demo$career5 0.037127461 0.0009370174 -0.018453030 0.0009370174 -0.02466508
## demo$career6 0.030574929 -0.0012963375 -0.028510618 -0.0012963375 -0.03076292
## demo$career7 -0.096587142 0.0296591218 0.077079163 0.0296591218 0.09371538
## demo$career8 -0.027409179 -0.0285926191 0.006737019 -0.0285926191 0.01233898
## 136 137 138 139 140
## (Intercept) 0.076617470 0.08651902 0.082056240 0.09737763 0.08651902
## demo$career1 -0.023808316 -0.02477428 -0.027053904 -0.02337121 -0.02477428
## demo$career2 -0.009343176 -0.03941154 -0.026695969 -0.04385990 -0.03941154
## demo$career3 0.018406247 0.01354367 0.017065093 0.01652691 0.01354367
## demo$career4 -0.015308359 -0.02102286 -0.021443795 -0.01876893 -0.02102286
## demo$career5 -0.015985807 -0.02466508 -0.021332581 -0.01791935 -0.02466508
## demo$career6 -0.015775569 -0.03076292 -0.023663775 -0.02465526 -0.03076292
## demo$career7 0.075818565 0.09371538 0.091602393 0.09646221 0.09371538
## demo$career8 -0.009553098 0.01233898 0.006839702 0.01234993 0.01233898
## 141 142 143 144 145
## (Intercept) 0.118042176 0.082056240 0.08651902 0.08003920 0.091635144
## demo$career1 -0.007512898 -0.027053904 -0.02477428 -0.01617970 -0.014114186
## demo$career2 0.029563510 -0.026695969 -0.03941154 -0.00592392 0.016168324
## demo$career3 0.010981740 0.017065093 0.01354367 0.01195421 0.014421719
## demo$career4 -0.002689382 -0.021443795 -0.02102286 -0.01053588 -0.009455061
## demo$career5 0.009860824 -0.021332581 -0.02466508 -0.01451275 -0.007036481
## demo$career6 0.007928308 -0.023663775 -0.03076292 -0.01724473 -0.005857203
## demo$career7 0.008326460 0.091602393 0.09371538 0.05811112 0.037487685
## demo$career8 -0.041402378 0.006839702 0.01233898 -0.01279445 -0.013409933
## 146 147 148 149 150
## (Intercept) 0.096346691 0.076617470 0.08651902 0.075098589 0.0890649490
## demo$career1 -0.012034891 -0.023808316 -0.02477428 -0.018324140 -0.0070664355
## demo$career2 0.001596749 -0.009343176 -0.03941154 0.008151112 0.0363337981
## demo$career3 0.010805520 0.018406247 0.01354367 0.015545388 0.0053684208
## demo$career4 -0.009316136 -0.015308359 -0.02102286 -0.010704602 -0.0001080081
## demo$career5 -0.010994151 -0.015985807 -0.02466508 -0.010741505 0.0112797817
## demo$career6 -0.013903001 -0.015775569 -0.03076292 -0.009474587 0.0018821187
## demo$career7 0.041106789 0.075818565 0.09371538 0.054990250 0.0076237334
## demo$career8 -0.007104020 -0.009553098 0.01233898 -0.019122652 -0.0405929310
## 151 152 153 154 155
## (Intercept) 0.08540691 0.08651902 0.097604059 0.115070229 0.082056240
## demo$career1 -0.01959865 -0.02477428 -0.021716190 -0.005902021 -0.027053904
## demo$career2 -0.02335451 -0.03941154 -0.023170258 0.036808961 -0.026695969
## demo$career3 0.01075146 0.01354367 0.016644606 0.013953687 0.017065093
## demo$career4 -0.01678221 -0.02102286 -0.020643135 -0.001693821 -0.021443795
## demo$career5 -0.01989389 -0.02466508 -0.015470498 0.011198785 -0.021332581
## demo$career6 -0.02509807 -0.03076292 -0.017867867 0.010900256 -0.023663775
## demo$career7 0.07431444 0.09371538 0.083246419 -0.004334513 0.091602393
## demo$career8 0.00366130 0.01233898 -0.007156465 -0.038430431 0.006839702
## 156 157 158 159 160
## (Intercept) 0.08651902 0.08651902 0.081944284 0.1291329037 0.1113924037
## demo$career1 -0.02477428 -0.02477428 -0.012907678 -0.0001345449 -0.0004755538
## demo$career2 -0.03941154 -0.03941154 0.012054383 0.0509814428 0.0294392835
## demo$career3 0.01354367 0.01354367 0.008699693 -0.0017180756 0.0004097519
## demo$career4 -0.02102286 -0.02102286 -0.004933863 0.0062505396 0.0013341709
## demo$career5 -0.02466508 -0.02466508 -0.003225877 0.0196023129 0.0109897983
## demo$career6 -0.03076292 -0.03076292 -0.009454850 0.0088123268 -0.0027743214
## demo$career7 0.09371538 0.09371538 0.033492540 -0.0288125790 -0.0069364564
## demo$career8 0.01233898 0.01233898 -0.021903306 -0.0282933279 -0.0279043536
## 161 162 163 164 165
## (Intercept) 0.076617470 0.0768655450 0.08135591 1.047197e-01 0.08651902
## demo$career1 -0.023808316 -0.0150047492 -0.02156859 -1.061031e-02 -0.02477428
## demo$career2 -0.009343176 0.0268893395 -0.02272232 3.083791e-03 -0.03941154
## demo$career3 0.018406247 0.0122637422 0.01480246 1.143202e-02 0.01354367
## demo$career4 -0.015308359 -0.0049568356 -0.01502650 -9.850472e-03 -0.02102286
## demo$career5 -0.015985807 0.0009370174 -0.01953379 -4.638074e-05 -0.02466508
## demo$career6 -0.015775569 -0.0012963375 -0.02322099 -6.763263e-03 -0.03076292
## demo$career7 0.075818565 0.0296591218 0.07836544 4.636910e-02 0.09371538
## demo$career8 -0.009553098 -0.0285926191 -0.00357108 -3.588252e-02 0.01233898
## 166 167 168 169 170
## (Intercept) 0.082056240 0.08003920 0.0768655450 0.097604059 0.097604059
## demo$career1 -0.027053904 -0.01617970 -0.0150047492 -0.021716190 -0.021716190
## demo$career2 -0.026695969 -0.00592392 0.0268893395 -0.023170258 -0.023170258
## demo$career3 0.017065093 0.01195421 0.0122637422 0.016644606 0.016644606
## demo$career4 -0.021443795 -0.01053588 -0.0049568356 -0.020643135 -0.020643135
## demo$career5 -0.021332581 -0.01451275 0.0009370174 -0.015470498 -0.015470498
## demo$career6 -0.023663775 -0.01724473 -0.0012963375 -0.017867867 -0.017867867
## demo$career7 0.091602393 0.05811112 0.0296591218 0.083246419 0.083246419
## demo$career8 0.006839702 -0.01279445 -0.0285926191 -0.007156465 -0.007156465
## 171 172 173 174 175
## (Intercept) 0.08651902 0.09737763 0.082056240 0.078448444 0.091126716
## demo$career1 -0.02477428 -0.02337121 -0.027053904 -0.020717923 -0.012478225
## demo$career2 -0.03941154 -0.04385990 -0.026695969 0.008553602 0.012628168
## demo$career3 0.01354367 0.01652691 0.017065093 0.015296308 0.015024978
## demo$career4 -0.02102286 -0.01876893 -0.021443795 -0.009822631 -0.009581720
## demo$career5 -0.02466508 -0.01791935 -0.021332581 -0.004735001 -0.004303097
## demo$career6 -0.03076292 -0.02465526 -0.023663775 -0.007949094 -0.003048351
## demo$career7 0.09371538 0.09646221 0.091602393 0.051640395 0.045300409
## demo$career8 0.01233898 0.01234993 0.006839702 -0.018596538 -0.034392734
## 176 177 178 179 180
## (Intercept) 0.076617470 0.090458505 0.080761854 0.148325918 0.082056240
## demo$career1 -0.023808316 -0.013136835 -0.021792531 0.008036962 -0.027053904
## demo$career2 -0.009343176 0.017344962 -0.009991057 0.056677238 -0.026695969
## demo$career3 0.018406247 0.008670782 0.014261863 0.005091912 0.017065093
## demo$career4 -0.015308359 -0.005225588 -0.017102629 0.005300797 -0.021443795
## demo$career5 -0.015985807 0.005193734 -0.016355689 0.027420394 -0.021332581
## demo$career6 -0.015775569 -0.005011249 -0.017697731 0.019226335 -0.023663775
## demo$career7 0.075818565 0.030727816 0.071674181 -0.050198284 0.091602393
## demo$career8 -0.009553098 -0.030082405 -0.002153471 -0.045523160 0.006839702
## 181 182 183 184 185
## (Intercept) 0.0768655450 0.148325918 0.091126716 0.08135591 0.08651902
## demo$career1 -0.0150047492 0.008036962 -0.012478225 -0.02156859 -0.02477428
## demo$career2 0.0268893395 0.056677238 0.012628168 -0.02272232 -0.03941154
## demo$career3 0.0122637422 0.005091912 0.015024978 0.01480246 0.01354367
## demo$career4 -0.0049568356 0.005300797 -0.009581720 -0.01502650 -0.02102286
## demo$career5 0.0009370174 0.027420394 -0.004303097 -0.01953379 -0.02466508
## demo$career6 -0.0012963375 0.019226335 -0.003048351 -0.02322099 -0.03076292
## demo$career7 0.0296591218 -0.050198284 0.045300409 0.07836544 0.09371538
## demo$career8 -0.0285926191 -0.045523160 -0.034392734 -0.00357108 0.01233898
## 186 187 188 189 190
## (Intercept) 0.08651902 0.075098589 0.131998816 0.094558300 0.08651902
## demo$career1 -0.02477428 -0.018324140 -0.017261995 -0.014933008 -0.02477428
## demo$career2 -0.03941154 0.008151112 -0.066193986 0.013042738 -0.03941154
## demo$career3 0.01354367 0.015545388 0.001546305 0.014767997 0.01354367
## demo$career4 -0.02102286 -0.010704602 -0.017810221 -0.008679484 -0.02102286
## demo$career5 -0.02466508 -0.010741505 -0.017535674 0.001852846 -0.02466508
## demo$career6 -0.03076292 -0.009474587 -0.037688329 -0.001482839 -0.03076292
## demo$career7 0.09371538 0.054990250 0.104154825 0.041868825 0.09371538
## demo$career8 0.01233898 -0.019122652 0.024663572 -0.033856064 0.01233898
## 191 192 193 194 195
## (Intercept) 0.076617470 0.155555364 0.093797781 0.08003920 0.075098589
## demo$career1 -0.023808316 0.003411253 -0.010591027 -0.01617970 -0.018324140
## demo$career2 -0.009343176 0.044922906 0.035545739 -0.00592392 0.008151112
## demo$career3 0.018406247 -0.002137533 0.010999997 0.01195421 0.015545388
## demo$career4 -0.015308359 0.007424001 -0.003525649 -0.01053588 -0.010704602
## demo$career5 -0.015985807 0.025089076 0.005041048 -0.01451275 -0.010741505
## demo$career6 -0.015775569 0.014526433 0.002622746 -0.01724473 -0.009474587
## demo$career7 0.075818565 -0.032758770 0.011054166 0.05811112 0.054990250
## demo$career8 -0.009553098 -0.047850644 -0.022921780 -0.01279445 -0.019122652
## 196 197 198 199 200
## (Intercept) 0.0768655450 0.084033787 0.0768655450 0.118681758 0.093797781
## demo$career1 -0.0150047492 -0.024128273 -0.0150047492 -0.009266918 -0.010591027
## demo$career2 0.0268893395 -0.009599987 0.0268893395 0.037470936 0.035545739
## demo$career3 0.0122637422 0.014020233 0.0122637422 0.010236337 0.010999997
## demo$career4 -0.0049568356 -0.016240029 -0.0049568356 -0.003238915 -0.003525649
## demo$career5 0.0009370174 -0.010491523 0.0009370174 0.006028253 0.005041048
## demo$career6 -0.0012963375 -0.016210276 -0.0012963375 0.004879063 0.002622746
## demo$career7 0.0296591218 0.068402248 0.0296591218 0.008393827 0.011054166
## demo$career8 -0.0285926191 -0.001637525 -0.0285926191 -0.019381142 -0.022921780
## 201 202 203 204 205
## (Intercept) 0.082056240 0.082056240 0.0768655450 0.1480656959 0.118166704
## demo$career1 -0.027053904 -0.027053904 -0.0150047492 -0.0162986616 -0.015635013
## demo$career2 -0.026695969 -0.026695969 0.0268893395 -0.0726674896 -0.035477995
## demo$career3 0.017065093 0.017065093 0.0122637422 0.0005945031 -0.001109853
## demo$career4 -0.021443795 -0.021443795 -0.0049568356 -0.0172485788 -0.016296852
## demo$career5 -0.021332581 -0.021332581 0.0009370174 -0.0174813010 -0.016208249
## demo$career6 -0.023663775 -0.023663775 -0.0012963375 -0.0358340683 -0.031814844
## demo$career7 0.091602393 0.091602393 0.0296591218 0.1050642660 0.081599078
## demo$career8 0.006839702 0.006839702 -0.0285926191 0.0262492389 0.011617406
## 206 207 208 209 210
## (Intercept) 0.0768655450 0.082056240 0.08651902 0.08651902 0.093275476
## demo$career1 -0.0150047492 -0.027053904 -0.02477428 -0.02477428 -0.008912180
## demo$career2 0.0268893395 -0.026695969 -0.03941154 -0.03941154 0.031910041
## demo$career3 0.0122637422 0.017065093 0.01354367 0.01354367 0.011622402
## demo$career4 -0.0049568356 -0.021443795 -0.02102286 -0.02102286 -0.003649535
## demo$career5 0.0009370174 -0.021332581 -0.02466508 -0.02466508 0.007849699
## demo$career6 -0.0012963375 -0.023663775 -0.03076292 -0.03076292 0.005498853
## demo$career7 0.0296591218 0.091602393 0.09371538 0.09371538 0.019071722
## demo$career8 -0.0285926191 0.006839702 0.01233898 0.01233898 -0.044459997
## 211 212 213 214 215
## (Intercept) 0.080761854 0.082056240 0.093275476 0.0768655450 0.082056240
## demo$career1 -0.021792531 -0.027053904 -0.008912180 -0.0150047492 -0.027053904
## demo$career2 -0.009991057 -0.026695969 0.031910041 0.0268893395 -0.026695969
## demo$career3 0.014261863 0.017065093 0.011622402 0.0122637422 0.017065093
## demo$career4 -0.017102629 -0.021443795 -0.003649535 -0.0049568356 -0.021443795
## demo$career5 -0.016355689 -0.021332581 0.007849699 0.0009370174 -0.021332581
## demo$career6 -0.017697731 -0.023663775 0.005498853 -0.0012963375 -0.023663775
## demo$career7 0.071674181 0.091602393 0.019071722 0.0296591218 0.091602393
## demo$career8 -0.002153471 0.006839702 -0.044459997 -0.0285926191 0.006839702
## 216 217 218 219 220
## (Intercept) 0.083311132 0.155555364 0.111490470 0.131998816 0.08651902
## demo$career1 -0.018515446 0.003411253 -0.011357499 -0.017261995 -0.02477428
## demo$career2 -0.005532850 0.044922906 0.022011055 -0.066193986 -0.03941154
## demo$career3 0.011712585 -0.002137533 0.003563718 0.001546305 0.01354367
## demo$career4 -0.009673279 0.007424001 -0.000897423 -0.017810221 -0.02102286
## demo$career5 -0.008648580 0.025089076 0.008563448 -0.017535674 -0.02466508
## demo$career6 -0.015757277 0.014526433 -0.002587937 -0.037688329 -0.03076292
## demo$career7 0.054839189 -0.032758770 0.015904743 0.104154825 0.09371538
## demo$career8 -0.012278506 -0.047850644 -0.023706379 0.024663572 0.01233898
## 221 222 223 224 225
## (Intercept) 0.1529674045 0.091856676 0.078448444 0.082056240 0.108801301
## demo$career1 0.0032952256 -0.008690487 -0.020717923 -0.027053904 -0.004245513
## demo$career2 0.0565606389 0.002334419 0.008553602 -0.026695969 0.010210256
## demo$career3 0.0003315908 0.005442623 0.015296308 0.017065093 0.004080958
## demo$career4 0.0085905839 -0.006074633 -0.009822631 -0.021443795 -0.004712950
## demo$career5 0.0234481067 -0.005075879 -0.004735001 -0.021332581 -0.001232753
## demo$career6 0.0145848494 -0.014602637 -0.007949094 -0.023663775 -0.011116323
## demo$career7 -0.0548397696 0.037874796 0.051640395 0.091602393 0.019945588
## demo$career8 -0.0212975435 -0.023874689 -0.018596538 0.006839702 -0.018274503
## 226 227 228 229 230
## (Intercept) 0.078448444 0.082056240 0.0890649490 0.106683580 0.0768655450
## demo$career1 -0.020717923 -0.027053904 -0.0070664355 -0.002315436 -0.0150047492
## demo$career2 0.008553602 -0.026695969 0.0363337981 0.045420531 0.0268893395
## demo$career3 0.015296308 0.017065093 0.0053684208 0.003862782 0.0122637422
## demo$career4 -0.009822631 -0.021443795 -0.0001080081 0.001489333 -0.0049568356
## demo$career5 -0.004735001 -0.021332581 0.0112797817 0.015766193 0.0009370174
## demo$career6 -0.007949094 -0.023663775 0.0018821187 0.005983114 -0.0012963375
## demo$career7 0.051640395 0.091602393 0.0076237334 -0.012047638 0.0296591218
## demo$career8 -0.018596538 0.006839702 -0.0405929310 -0.035035617 -0.0285926191
## 231 232 233 234 235
## (Intercept) 0.08651902 0.1334461679 0.08003920 0.1061466134 0.08651902
## demo$career1 -0.02477428 0.0016811741 -0.01617970 -0.0005914097 -0.02477428
## demo$career2 -0.03941154 0.0344891882 -0.00592392 0.0416839936 -0.03941154
## demo$career3 0.01354367 -0.0050661820 0.01195421 0.0045055695 0.01354367
## demo$career4 -0.02102286 0.0059520758 -0.01053588 0.0013687194 -0.02102286
## demo$career5 -0.02466508 0.0145931311 -0.01451275 0.0186543980 -0.02466508
## demo$career6 -0.03076292 -0.0002398823 -0.01724473 0.0089297437 -0.03076292
## demo$career7 0.09371538 -0.0231281629 0.05811112 -0.0038142588 0.09371538
## demo$career8 0.01233898 -0.0212069550 -0.01279445 -0.0571594684 0.01233898
## 236 237 238 239 240
## (Intercept) 0.148325918 0.131998816 0.08003920 0.104220981 0.106683580
## demo$career1 0.008036962 -0.017261995 -0.01617970 -0.006157402 -0.002315436
## demo$career2 0.056677238 -0.066193986 -0.00592392 0.025335771 0.045420531
## demo$career3 0.005091912 0.001546305 0.01195421 0.007581175 0.003862782
## demo$career4 0.005300797 -0.017810221 -0.01053588 -0.004728497 0.001489333
## demo$career5 0.027420394 -0.017535674 -0.01451275 0.003089901 0.015766193
## demo$career6 0.019226335 -0.037688329 -0.01724473 -0.002797327 0.005983114
## demo$career7 -0.050198284 0.104154825 0.05811112 0.015678982 -0.012047638
## demo$career8 -0.045523160 0.024663572 -0.01279445 -0.025006435 -0.035035617
## 241 242 243 244
## (Intercept) 0.0768655450 0.0768655450 0.1480656959 0.076617470
## demo$career1 -0.0150047492 -0.0150047492 -0.0162986616 -0.023808316
## demo$career2 0.0268893395 0.0268893395 -0.0726674896 -0.009343176
## demo$career3 0.0122637422 0.0122637422 0.0005945031 0.018406247
## demo$career4 -0.0049568356 -0.0049568356 -0.0172485788 -0.015308359
## demo$career5 0.0009370174 0.0009370174 -0.0174813010 -0.015985807
## demo$career6 -0.0012963375 -0.0012963375 -0.0358340683 -0.015775569
## demo$career7 0.0296591218 0.0296591218 0.1050642660 0.075818565
## demo$career8 -0.0285926191 -0.0285926191 0.0262492389 -0.009553098
## 245 246 247 248 249
## (Intercept) 0.152464110 0.075098589 0.084033787 0.10137740 0.082056240
## demo$career1 -0.002607277 -0.018324140 -0.024128273 -0.02120057 -0.027053904
## demo$career2 0.032045841 0.008151112 -0.009599987 -0.05594347 -0.026695969
## demo$career3 0.001236730 0.015545388 0.014020233 0.01307415 0.017065093
## demo$career4 0.000114282 -0.010704602 -0.016240029 -0.01840005 -0.021443795
## demo$career5 0.007520148 -0.010741505 -0.010491523 -0.02122818 -0.021332581
## demo$career6 0.001947361 -0.009474587 -0.016210276 -0.03156487 -0.023663775
## demo$career7 -0.002870611 0.054990250 0.068402248 0.09838838 0.091602393
## demo$career8 -0.014407372 -0.019122652 -0.001637525 0.01761080 0.006839702
## 250 251 252 253 254
## (Intercept) 0.08651902 0.132812272 0.08651902 0.082690626 0.1480656959
## demo$career1 -0.02477428 -0.017252406 -0.02477428 -0.018654106 -0.0162986616
## demo$career2 -0.03941154 -0.069856446 -0.03941154 0.007889238 -0.0726674896
## demo$career3 0.01354367 0.003155397 0.01354367 0.011054126 0.0005945031
## demo$career4 -0.02102286 -0.016755466 -0.02102286 -0.011657193 -0.0172485788
## demo$career5 -0.02466508 -0.018883319 -0.02466508 -0.005115197 -0.0174813010
## demo$career6 -0.03076292 -0.032911290 -0.03076292 -0.009918549 -0.0358340683
## demo$career7 0.09371538 0.103341368 0.09371538 0.047398213 0.1050642660
## demo$career8 0.01233898 0.023850115 0.01233898 -0.011021741 0.0262492389
## 255 256 257 258 259
## (Intercept) 0.091635144 0.30717430 0.08651902 0.0940317024 0.0768655450
## demo$career1 -0.014114186 0.01565072 -0.02477428 -0.0051360764 -0.0150047492
## demo$career2 0.016168324 0.06411649 -0.03941154 0.0209312722 0.0268893395
## demo$career3 0.014421719 -0.00487077 0.01354367 0.0019229816 0.0122637422
## demo$career4 -0.009455061 0.01506154 -0.02102286 -0.0002147252 -0.0049568356
## demo$career5 -0.007036481 0.03678501 -0.02466508 0.0067407452 0.0009370174
## demo$career6 -0.005857203 0.03159159 -0.03076292 -0.0065554579 -0.0012963375
## demo$career7 0.037487685 -0.10518410 0.09371538 0.0121170245 0.0296591218
## demo$career8 -0.013409933 -0.02487916 0.01233898 -0.0334571892 -0.0285926191
## 260 261 262 263 264
## (Intercept) 0.08651902 0.08135591 0.0890649490 0.106683580 0.120831902
## demo$career1 -0.02477428 -0.02156859 -0.0070664355 -0.002315436 -0.020748280
## demo$career2 -0.03941154 -0.02272232 0.0363337981 0.045420531 -0.026499694
## demo$career3 0.01354367 0.01480246 0.0053684208 0.003862782 0.016232437
## demo$career4 -0.02102286 -0.01502650 -0.0001080081 0.001489333 -0.020171950
## demo$career5 -0.02466508 -0.01953379 0.0112797817 0.015766193 -0.014175559
## demo$career6 -0.03076292 -0.02322099 0.0018821187 0.005983114 -0.016145638
## demo$career7 0.09371538 0.07836544 0.0076237334 -0.012047638 0.074861849
## demo$career8 0.01233898 -0.00357108 -0.0405929310 -0.035035617 -0.003560752
## 265 266 267 268 269
## (Intercept) 0.120831902 0.08651902 0.076617470 0.08651902 0.097093033
## demo$career1 -0.020748280 -0.02477428 -0.023808316 -0.02477428 -0.017781319
## demo$career2 -0.026499694 -0.03941154 -0.009343176 -0.03941154 -0.002568396
## demo$career3 0.016232437 0.01354367 0.018406247 0.01354367 0.013159953
## demo$career4 -0.020171950 -0.02102286 -0.015308359 -0.02102286 -0.016039466
## demo$career5 -0.014175559 -0.02466508 -0.015985807 -0.02466508 -0.012883471
## demo$career6 -0.016145638 -0.03076292 -0.015775569 -0.03076292 -0.014366699
## demo$career7 0.074861849 0.09371538 0.075818565 0.09371538 0.055012462
## demo$career8 -0.003560752 0.01233898 -0.009553098 0.01233898 0.003777545
## 270 271 272 273
## (Intercept) 0.078448444 0.076617470 0.1291329037 0.1351630557
## demo$career1 -0.020717923 -0.023808316 -0.0001345449 -0.0196031894
## demo$career2 0.008553602 -0.009343176 0.0509814428 -0.0575217179
## demo$career3 0.015296308 0.018406247 -0.0017180756 0.0008046131
## demo$career4 -0.009822631 -0.015308359 0.0062505396 -0.0197310517
## demo$career5 -0.004735001 -0.015985807 0.0196023129 -0.0207099931
## demo$career6 -0.007949094 -0.015775569 0.0088123268 -0.0352257885
## demo$career7 0.051640395 0.075818565 -0.0288125790 0.1009905847
## demo$career8 -0.018596538 -0.009553098 -0.0282933279 0.0214993318
## 274 275 276 277 278
## (Intercept) 0.0768655450 0.1061466134 0.11929374 0.118681758 0.1061466134
## demo$career1 -0.0150047492 -0.0005914097 -0.02063069 -0.009266918 -0.0005914097
## demo$career2 0.0268893395 0.0416839936 -0.05432168 0.037470936 0.0416839936
## demo$career3 0.0122637422 0.0045055695 0.00341595 0.010236337 0.0045055695
## demo$career4 -0.0049568356 0.0013687194 -0.01926650 -0.003238915 0.0013687194
## demo$career5 0.0009370174 0.0186543980 -0.02218310 0.006028253 0.0186543980
## demo$career6 -0.0012963375 0.0089297437 -0.03221419 0.004879063 0.0089297437
## demo$career7 0.0296591218 -0.0038142588 0.09909087 0.008393827 -0.0038142588
## demo$career8 -0.0285926191 -0.0571594684 0.01894370 -0.019381142 -0.0571594684
## 279 280 281 282 283
## (Intercept) 0.0870269214 0.0890649490 0.08651902 0.08651902 0.0768655450
## demo$career1 -0.0106820521 -0.0070664355 -0.02477428 -0.02477428 -0.0150047492
## demo$career2 0.0169303923 0.0363337981 -0.03941154 -0.03941154 0.0268893395
## demo$career3 0.0089277626 0.0053684208 0.01354367 0.01354367 0.0122637422
## demo$career4 -0.0061278237 -0.0001080081 -0.02102286 -0.02102286 -0.0049568356
## demo$career5 -0.0009622093 0.0112797817 -0.02466508 -0.02466508 0.0009370174
## demo$career6 -0.0065767615 0.0018821187 -0.03076292 -0.03076292 -0.0012963375
## demo$career7 0.0341593995 0.0076237334 0.09371538 0.09371538 0.0296591218
## demo$career8 -0.0306190749 -0.0405929310 0.01233898 0.01233898 -0.0285926191
## 284 285 286 287 288
## (Intercept) 0.128580424 0.076617470 0.131998816 0.091635144 0.11797719
## demo$career1 0.001637143 -0.023808316 -0.017261995 -0.014114186 -0.02015271
## demo$career2 0.047138318 -0.009343176 -0.066193986 0.016168324 -0.05921247
## demo$career3 -0.001053551 0.018406247 0.001546305 0.014421719 0.01022142
## demo$career4 0.006133770 -0.015308359 -0.017810221 -0.009455061 -0.01890190
## demo$career5 0.022574739 -0.015985807 -0.017535674 -0.007036481 -0.01976633
## demo$career6 0.011832987 -0.015775569 -0.037688329 -0.005857203 -0.03467122
## demo$career7 -0.020351481 0.075818565 0.104154825 0.037487685 0.10040742
## demo$career8 -0.051035571 -0.009553098 0.024663572 -0.013409933 0.02026026
## 289 290 291 292 293
## (Intercept) 0.116067899 0.08135591 0.08651902 0.115899501 0.08003920
## demo$career1 -0.018243416 -0.02156859 -0.02477428 -0.012163518 -0.01617970
## demo$career2 -0.063164515 -0.02272232 -0.03941154 0.017388792 -0.00592392
## demo$career3 0.004174452 0.01480246 0.01354367 0.017132423 0.01195421
## demo$career4 -0.017308099 -0.01502650 -0.02102286 -0.006908240 -0.01053588
## demo$career5 -0.018946785 -0.01953379 -0.02466508 0.004958203 -0.01451275
## demo$career6 -0.034722718 -0.02322099 -0.03076292 0.003608070 -0.01724473
## demo$career7 0.102316715 0.07836544 0.09371538 0.019658977 0.05811112
## demo$career8 0.022169548 -0.00357108 0.01233898 -0.027771949 -0.01279445
## 294 295 296 297 298
## (Intercept) 0.08135591 0.0890649490 0.076617470 0.08651902 0.0768655450
## demo$career1 -0.02156859 -0.0070664355 -0.023808316 -0.02477428 -0.0150047492
## demo$career2 -0.02272232 0.0363337981 -0.009343176 -0.03941154 0.0268893395
## demo$career3 0.01480246 0.0053684208 0.018406247 0.01354367 0.0122637422
## demo$career4 -0.01502650 -0.0001080081 -0.015308359 -0.02102286 -0.0049568356
## demo$career5 -0.01953379 0.0112797817 -0.015985807 -0.02466508 0.0009370174
## demo$career6 -0.02322099 0.0018821187 -0.015775569 -0.03076292 -0.0012963375
## demo$career7 0.07836544 0.0076237334 0.075818565 0.09371538 0.0296591218
## demo$career8 -0.00357108 -0.0405929310 -0.009553098 0.01233898 -0.0285926191
## 299 300 301 302 303
## (Intercept) 0.10466730 0.08651902 0.080761854 0.116067899 1.116890e-01
## demo$career1 -0.02363577 -0.02477428 -0.021792531 -0.018243416 -1.031777e-02
## demo$career2 -0.04692321 -0.03941154 -0.009991057 -0.063164515 2.181255e-02
## demo$career3 0.01229808 0.01354367 0.014261863 0.004174452 1.087844e-02
## demo$career4 -0.02039752 -0.02102286 -0.017102629 -0.017308099 -3.366713e-03
## demo$career5 -0.02452897 -0.02466508 -0.016355689 -0.018946785 8.388286e-03
## demo$career6 -0.02900861 -0.03076292 -0.017697731 -0.034722718 -8.663603e-06
## demo$career7 0.09509848 0.09371538 0.071674181 0.102316715 8.210988e-03
## demo$career8 0.01432090 0.01233898 -0.002153471 0.022169548 -2.390488e-02
## 304 305 306 307 308
## (Intercept) 0.08651902 0.076617470 0.082056240 0.1624298177 0.2150303532
## demo$career1 -0.02477428 -0.023808316 -0.027053904 -0.0007136935 -0.0036691515
## demo$career2 -0.03941154 -0.009343176 -0.026695969 0.0468468430 0.0300856975
## demo$career3 0.01354367 0.018406247 0.017065093 0.0104349480 0.0032756659
## demo$career4 -0.02102286 -0.015308359 -0.021443795 0.0003414067 0.0001349537
## demo$career5 -0.02466508 -0.015985807 -0.021332581 0.0157349081 0.0041696716
## demo$career6 -0.03076292 -0.015775569 -0.023663775 0.0166448026 0.0011437863
## demo$career7 0.09371538 0.075818565 0.091602393 -0.0299088800 -0.0035390220
## demo$career8 0.01233898 -0.009553098 0.006839702 -0.0303553505 -0.0113283319
## 309 310 311 312
## (Intercept) 0.08651902 0.076617470 0.101875117 0.08651902
## demo$career1 -0.02477428 -0.023808316 -0.021698284 -0.02477428
## demo$career2 -0.03941154 -0.009343176 -0.047147617 -0.03941154
## demo$career3 0.01354367 0.018406247 0.004458512 0.01354367
## demo$career4 -0.02102286 -0.015308359 -0.019869026 -0.02102286
## demo$career5 -0.02466508 -0.015985807 -0.022292787 -0.02466508
## demo$career6 -0.03076292 -0.015775569 -0.034023365 -0.03076292
## demo$career7 0.09371538 0.075818565 0.097890666 0.09371538
## demo$career8 0.01233898 -0.009553098 0.017113091 0.01233898
##
## $f.perms
## [,1]
## [1,] 0.4733537
## [2,] 0.9112666
## [3,] 0.9627735
## [4,] 1.1001474
## [5,] 0.5706629
## [6,] 0.4644097
## [7,] 0.7625292
## [8,] 1.1315427
## [9,] 1.4879366
## [10,] 1.7999434
## [11,] 0.7692114
## [12,] 0.2727081
## [13,] 1.6200130
## [14,] 0.7170116
## [15,] 1.4825020
## [16,] 0.6653930
## [17,] 2.6349190
## [18,] 0.6704753
## [19,] 0.8934369
## [20,] 0.8183006
## [21,] 1.2463848
## [22,] 1.7941787
## [23,] 1.2365229
## [24,] 0.5925205
## [25,] 0.4143101
## [26,] 1.4916633
## [27,] 0.8115198
## [28,] 0.6464191
## [29,] 0.9101925
## [30,] 0.7596231
## [31,] 1.0853596
## [32,] 1.7574063
## [33,] 0.8603287
## [34,] 0.6710152
## [35,] 1.7538717
## [36,] 0.4704367
## [37,] 2.7790394
## [38,] 0.9682115
## [39,] 0.7819427
## [40,] 0.6502053
## [41,] 0.4421426
## [42,] 0.3700471
## [43,] 1.7145486
## [44,] 1.0551316
## [45,] 1.1084057
## [46,] 1.3285942
## [47,] 0.7921851
## [48,] 0.5143991
## [49,] 1.9976619
## [50,] 0.7530999
## [51,] 1.1338723
## [52,] 1.5950782
## [53,] 0.7081040
## [54,] 2.8242538
## [55,] 1.0861573
## [56,] 0.7310651
## [57,] 0.4670633
## [58,] 0.3346660
## [59,] 0.8389508
## [60,] 0.9231193
## [61,] 0.9189601
## [62,] 0.8032140
## [63,] 1.0993362
## [64,] 0.9987536
## [65,] 1.0284979
## [66,] 0.7341106
## [67,] 0.9577775
## [68,] 0.8117511
## [69,] 0.8646321
## [70,] 1.0321400
## [71,] 0.4066305
## [72,] 2.8225229
## [73,] 0.6877252
## [74,] 1.4313279
## [75,] 1.8225863
## [76,] 0.8053605
## [77,] 1.8672712
## [78,] 1.2971720
## [79,] 0.7859803
## [80,] 1.8856779
## [81,] 0.4261220
## [82,] 0.5928905
## [83,] 3.0092382
## [84,] 0.6233002
## [85,] 1.6472960
## [86,] 0.5889276
## [87,] 0.8934863
## [88,] 0.6562236
## [89,] 0.3963400
## [90,] 0.2163563
## [91,] 1.2956195
## [92,] 0.7452470
## [93,] 0.4354991
## [94,] 1.7655380
## [95,] 1.3399163
## [96,] 0.6979349
## [97,] 0.8315892
## [98,] 0.8699334
## [99,] 0.8794436
## [100,] 0.6812203
## [101,] 0.7775087
## [102,] 1.1314433
## [103,] 2.1058744
## [104,] 1.0428480
## [105,] 0.5990925
## [106,] 0.7422057
## [107,] 0.7796715
## [108,] 1.3955297
## [109,] 1.2623801
## [110,] 0.7109148
## [111,] 0.6054074
## [112,] 1.0939084
## [113,] 0.9149833
## [114,] 0.5083384
## [115,] 0.6103351
## [116,] 0.4566846
## [117,] 0.6667641
## [118,] 0.9519314
## [119,] 1.7303523
## [120,] 1.2479073
## [121,] 1.1795249
## [122,] 0.6259031
## [123,] 1.0183974
## [124,] 0.8944445
## [125,] 0.8583413
## [126,] 0.8341202
## [127,] 0.3861081
## [128,] 0.4944596
## [129,] 1.1887678
## [130,] 0.3198081
## [131,] 0.4289775
## [132,] 1.0280369
## [133,] 1.1743318
## [134,] 0.9507278
## [135,] 0.5910074
## [136,] 0.7139660
## [137,] 0.5694492
## [138,] 1.1016303
## [139,] 0.4820535
## [140,] 0.6822562
## [141,] 0.6163822
## [142,] 0.7122342
## [143,] 0.5878025
## [144,] 0.6852003
## [145,] 0.9747908
## [146,] 0.8892570
## [147,] 0.7573062
## [148,] 0.5270746
## [149,] 1.5545512
## [150,] 0.9224043
## [151,] 1.5132858
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## [999,] 0.9035332
##
## $model.matrix
## (Intercept) demo$career1 demo$career2 demo$career3 demo$career4
## 1 1 0 0 0 0
## 2 1 0 0 0 0
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## 311 1 0 0 0 0
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## demo$career5 demo$career6 demo$career7 demo$career8
## 1 1 0 0 0
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## 6 0 0 0 0
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## 11 0 0 0 0
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## 13 0 0 0 0
## 14 0 0 0 0
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## 16 -1 -1 -1 -1
## 17 0 0 0 0
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## 55 0 1 0 0
## 56 0 1 0 0
## 57 -1 -1 -1 -1
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## 66 0 0 0 0
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## 68 0 1 0 0
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##
## $terms
## per_comm_orient ~ demo$career
## attr(,"variables")
## list(per_comm_orient, demo$career)
## attr(,"factors")
## demo$career
## per_comm_orient 0
## demo$career 1
## attr(,"term.labels")
## [1] "demo$career"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"Look at that! The differences are significant for Science Identity
across career goals.
Science Community Orientation
Now, Competency in Science:
Well crap,
something is broke there. Let’s try running a different form of MDS,
giving us a similar analysis in a different way. We can interpret this
data similarly to how we did before:
And an Adonis
test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$career 8 0.1207 0.015088 1.0323 0.02653 0.416
## Residuals 303 4.4286 0.014616 0.97347
## Total 311 4.5493 1.00000
##
## $call
## adonis(formula = sci_comm_orient ~ demo$career)
##
## $coefficients
## sci_comm_orient1 sci_comm_orient2 sci_comm_orient3
## (Intercept) 5.11922966 5.32746452 5.26229731
## demo$career1 -0.16367410 -0.10524230 0.02659158
## demo$career2 0.11153957 -0.25054144 0.12231808
## demo$career3 0.08077034 0.40586881 0.07103603
## demo$career4 -0.06185261 -0.11434977 -0.01639567
## demo$career5 0.01965923 -0.04968674 0.04325825
## demo$career6 0.43077034 0.57253548 0.33770269
## demo$career7 -0.26208680 -0.47032166 0.02341698
## demo$career8 0.29743701 0.33920215 0.15436936
## sci_comm_orient4 sci_comm_orient_ave
## (Intercept) 5.11722151 5.20655325
## demo$career1 -0.05055484 -0.07321992
## demo$career2 -0.04029843 -0.01424556
## demo$career3 0.08277849 0.16011342
## demo$career4 0.07949980 -0.02827456
## demo$career5 0.11888960 0.03303008
## demo$career6 0.73277849 0.51844675
## demo$career7 -0.68865008 -0.34941039
## demo$career8 0.38277849 0.29344675
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.082399731 0.096150934 0.082399731 0.268075370 0.082399731
## demo$career1 -0.015306849 -0.017208544 -0.015306849 -0.013834427 -0.015306849
## demo$career2 0.045453824 0.047322938 0.045453824 0.039320961 0.045453824
## demo$career3 0.013226737 0.012269233 0.013226737 0.001741291 0.013226737
## demo$career4 0.002231579 0.001111484 0.002231579 -0.006864789 0.002231579
## demo$career5 0.008210097 0.009834998 0.008210097 0.012693850 0.008210097
## demo$career6 0.005799842 0.012123411 0.005799842 0.036529923 0.005799842
## demo$career7 -0.027182245 -0.029145679 -0.027182245 -0.035510223 -0.027182245
## demo$career8 -0.020558245 -0.017258663 -0.020558245 0.023480778 -0.020558245
## 6 7 8 9 10
## (Intercept) 0.085358455 0.140010210 0.091756843 0.107660102 0.108713467
## demo$career1 -0.011111579 0.001572141 -0.005530073 -0.002283770 -0.011314046
## demo$career2 0.037751569 0.019745194 0.024604914 0.024227871 0.046996898
## demo$career3 0.010228296 -0.012224044 -0.002507883 -0.007085287 0.002213822
## demo$career4 0.002726334 0.002533644 0.001663170 0.002561555 0.002745376
## demo$career5 0.005830268 -0.001741094 -0.005119458 -0.003425824 0.011111015
## demo$career6 -0.002409389 -0.046642734 -0.027121151 -0.034995882 0.007563379
## demo$career7 -0.014750520 0.025641735 0.016314382 0.020469947 -0.018234083
## demo$career8 -0.029536823 -0.036074796 -0.046238369 -0.041839475 -0.023325799
## 11 12 13 14 15
## (Intercept) 0.093680074 0.091756843 0.082399731 0.082399731 0.0820333827
## demo$career1 -0.014906744 -0.005530073 -0.015306849 -0.015306849 -0.0119536097
## demo$career2 0.046038039 0.024604914 0.045453824 0.045453824 0.0352806597
## demo$career3 0.001730178 -0.002507883 0.013226737 0.013226737 0.0134379279
## demo$career4 0.001862202 0.001663170 0.002231579 0.002231579 0.0030601597
## demo$career5 0.009338176 -0.005119458 0.008210097 0.008210097 0.0050515094
## demo$career6 0.004578484 -0.027121151 0.005799842 0.005799842 -0.0008159183
## demo$career7 -0.021291088 0.016314382 -0.027182245 -0.027182245 -0.0224425374
## demo$career8 -0.025497423 -0.046238369 -0.020558245 -0.020558245 -0.0262151068
## 16 17 18 19 20
## (Intercept) 0.096150934 0.091756843 0.082048784 0.091756843 0.0977580899
## demo$career1 -0.017208544 -0.005530073 -0.012731724 -0.005530073 -0.0083743471
## demo$career2 0.047322938 0.024604914 0.043920170 0.024604914 0.0398206041
## demo$career3 0.012269233 -0.002507883 0.003049958 -0.002507883 0.0002248954
## demo$career4 0.001111484 0.001663170 0.003364631 0.001663170 0.0020924172
## demo$career5 0.009834998 -0.005119458 0.007183870 -0.005119458 0.0031021076
## demo$career6 0.012123411 -0.027121151 -0.002736081 -0.027121151 -0.0126846441
## demo$career7 -0.029145679 0.016314382 -0.017142324 0.016314382 0.0004917062
## demo$career8 -0.017258663 -0.046238369 -0.029490013 -0.046238369 -0.0326416054
## 21 22 23 24 25
## (Intercept) 0.1426805567 0.082399731 0.107251194 0.086200773 0.082399731
## demo$career1 -0.0033365670 -0.015306849 -0.015607826 -0.010999723 -0.015306849
## demo$career2 0.0254142977 0.045453824 0.039378496 0.030820525 0.045453824
## demo$career3 -0.0111241104 0.013226737 0.011913783 0.010389554 0.013226737
## demo$career4 0.0013207149 0.002231579 0.003249271 0.001165746 0.002231579
## demo$career5 0.0009276461 0.008210097 0.008445540 -0.001297783 0.008210097
## demo$career6 -0.0363012561 0.005799842 0.013130915 -0.014000349 0.005799842
## demo$career7 0.0156192245 -0.027182245 -0.040099420 -0.005205013 -0.027182245
## demo$career8 -0.0295488571 -0.020558245 -0.011323679 -0.032361279 -0.020558245
## 26 27 28 29 30
## (Intercept) 0.99845679 0.082399731 0.148222209 0.091756843 0.111696039
## demo$career1 0.00154321 -0.015306849 -0.013300916 -0.005530073 -0.012349729
## demo$career2 0.00154321 0.045453824 0.046606984 0.024604914 0.048253653
## demo$career3 0.00154321 0.013226737 0.012081757 -0.002507883 0.012949238
## demo$career4 0.00154321 0.002231579 0.000867130 0.001663170 0.004554703
## demo$career5 -0.01234568 0.008210097 0.013721724 -0.005119458 0.011336987
## demo$career6 0.00154321 0.005799842 0.028482193 -0.027121151 0.015538185
## demo$career7 0.00154321 -0.027182245 -0.045730094 0.016314382 -0.038513666
## demo$career8 0.00154321 -0.020558245 0.007240116 -0.046238369 -0.006729341
## 31 32 33 34 35
## (Intercept) 0.091756843 0.0872411833 0.234915240 0.0872411833 0.091756843
## demo$career1 -0.005530073 -0.0088283131 -0.014635946 -0.0088283131 -0.005530073
## demo$career2 0.024604914 0.0308417667 0.040737970 0.0308417667 0.024604914
## demo$career3 -0.002507883 0.0003409364 0.003186010 0.0003409364 -0.002507883
## demo$career4 0.001663170 0.0016906074 -0.004933124 0.0016906074 0.001663170
## demo$career5 -0.005119458 -0.0027827092 0.013420144 -0.0027827092 -0.005119458
## demo$career6 -0.027121151 -0.0210528902 0.036160116 -0.0210528902 -0.027121151
## demo$career7 0.016314382 0.0049034144 -0.040412454 0.0049034144 0.016314382
## demo$career8 -0.046238369 -0.0399198626 0.019687769 -0.0399198626 -0.046238369
## 36 37 38 39 40
## (Intercept) 0.107660102 0.0872411833 0.091756843 0.096150934 0.082399731
## demo$career1 -0.002283770 -0.0088283131 -0.005530073 -0.017208544 -0.015306849
## demo$career2 0.024227871 0.0308417667 0.024604914 0.047322938 0.045453824
## demo$career3 -0.007085287 0.0003409364 -0.002507883 0.012269233 0.013226737
## demo$career4 0.002561555 0.0016906074 0.001663170 0.001111484 0.002231579
## demo$career5 -0.003425824 -0.0027827092 -0.005119458 0.009834998 0.008210097
## demo$career6 -0.034995882 -0.0210528902 -0.027121151 0.012123411 0.005799842
## demo$career7 0.020469947 0.0049034144 0.016314382 -0.029145679 -0.027182245
## demo$career8 -0.041839475 -0.0399198626 -0.046238369 -0.017258663 -0.020558245
## 41 42 43 44 45
## (Intercept) 0.091756843 0.091756843 0.085358455 0.124878418 0.203975861
## demo$career1 -0.005530073 -0.005530073 -0.011111579 -0.015352541 -0.014084940
## demo$career2 0.024604914 0.024604914 0.037751569 0.038144045 0.041584311
## demo$career3 -0.002507883 -0.002507883 0.010228296 0.013765182 0.007812960
## demo$career4 0.001663170 0.001663170 0.002726334 0.001760368 -0.003468882
## demo$career5 -0.005119458 -0.005119458 0.005830268 0.008282755 0.014527480
## demo$career6 -0.027121151 -0.027121151 -0.002409389 0.019383685 0.032507022
## demo$career7 0.016314382 0.016314382 -0.014750520 -0.045681007 -0.045244897
## demo$career8 -0.046238369 -0.046238369 -0.029536823 -0.002428974 0.015736493
## 46 47 48 49 50
## (Intercept) 0.268075370 0.136772660 0.110684681 0.082399731 0.082399731
## demo$career1 -0.013834427 -0.016890212 -0.017985801 -0.015306849 -0.015306849
## demo$career2 0.039320961 0.043379082 0.049181963 0.045453824 0.045453824
## demo$career3 0.001741291 0.011163289 0.011153579 0.013226737 0.013226737
## demo$career4 -0.006864789 -0.001712175 0.002485153 0.002231579 0.002231579
## demo$career5 0.012693850 0.009886713 0.011214171 0.008210097 0.008210097
## demo$career6 0.036529923 0.020359076 0.018933928 0.005799842 0.005799842
## demo$career7 -0.035510223 -0.029794695 -0.043517346 -0.027182245 -0.027182245
## demo$career8 0.023480778 -0.003442073 -0.005717983 -0.020558245 -0.020558245
## 51 52 53 54 55
## (Intercept) 0.091756843 0.085358455 0.1134847185 0.091756843 0.1553502813
## demo$career1 -0.005530073 -0.011111579 -0.0169925718 -0.005530073 0.0038803030
## demo$career2 0.024604914 0.037751569 0.0462988778 0.024604914 0.0137840421
## demo$career3 -0.002507883 0.010228296 0.0141362033 -0.002507883 -0.0142996782
## demo$career4 0.001663170 0.002726334 -0.0004362701 0.001663170 0.0031805164
## demo$career5 -0.005119458 0.005830268 0.0097091783 -0.005119458 -0.0006101839
## demo$career6 -0.027121151 -0.002409389 0.0183561129 -0.027121151 -0.0495441620
## demo$career7 0.016314382 -0.014750520 -0.0344415395 0.016314382 0.0278745799
## demo$career8 -0.046238369 -0.029536823 -0.0085180201 -0.046238369 -0.0335023467
## 56 57 58 59 60
## (Intercept) 0.091756843 0.152681432 0.1295694531 0.0872411833 0.112612843
## demo$career1 -0.005530073 -0.013418196 -0.0177975572 -0.0088283131 -0.004715819
## demo$career2 0.024604914 0.045566564 0.0473434218 0.0308417667 0.030430569
## demo$career3 -0.002507883 0.007831071 0.0122261446 0.0003409364 0.007660815
## demo$career4 0.001663170 0.001593086 0.0006000225 0.0016906074 0.003993705
## demo$career5 -0.005119458 0.014033132 0.0111269994 -0.0027827092 0.008628476
## demo$career6 -0.027121151 0.024022970 0.0252765678 -0.0210528902 -0.004199720
## demo$career7 0.016314382 -0.036093357 -0.0484576020 0.0049034144 -0.008661572
## demo$career8 -0.046238369 0.002780892 0.0037611335 -0.0399198626 -0.026250567
## 61 62 63 64 65
## (Intercept) 8.621699e-02 0.108622349 0.1176842179 0.140010210 0.091756843
## demo$career1 -1.176290e-02 -0.003246017 -0.0170999708 0.001572141 -0.005530073
## demo$career2 3.926096e-02 0.020804085 0.0453382448 0.019745194 0.024604914
## demo$career3 2.476181e-04 -0.005996252 0.0101214081 -0.012224044 -0.002507883
## demo$career4 1.461782e-03 0.001614539 0.0002282282 0.002533644 0.001663170
## demo$career5 7.829576e-04 -0.003943626 0.0100048134 -0.001741094 -0.005119458
## demo$career6 -1.587703e-02 -0.032789502 0.0141566135 -0.046642734 -0.027121151
## demo$career7 -2.642775e-05 0.019507700 -0.0253654256 0.025641735 0.016314382
## demo$career8 -3.555906e-02 -0.042801722 -0.0127175195 -0.036074796 -0.046238369
## 66 67 68 69 70
## (Intercept) 0.099283300 0.091756843 0.0858063761 0.091756843 0.091756843
## demo$career1 -0.011937003 -0.005530073 -0.0139683613 -0.005530073 -0.005530073
## demo$career2 0.037507985 0.024604914 0.0401155308 0.024604914 0.024604914
## demo$career3 0.012429303 -0.002507883 0.0097803747 -0.002507883 -0.002507883
## demo$career4 0.001203830 0.001663170 0.0005441608 0.001663170 0.001663170
## demo$career5 0.006217703 -0.005119458 0.0018993810 -0.005119458 -0.005119458
## demo$career6 0.004600950 -0.027121151 -0.0083541387 -0.027121151 -0.027121151
## demo$career7 -0.021348044 0.016314382 -0.0098828263 0.016314382 0.016314382
## demo$career8 -0.020828098 -0.046238369 -0.0268839691 -0.046238369 -0.046238369
## 71 72 73 74
## (Intercept) 0.091756843 0.082399731 0.1553502813 0.1565679043
## demo$career1 -0.005530073 -0.015306849 0.0038803030 -0.0124005260
## demo$career2 0.024604914 0.045453824 0.0137840421 0.0456503146
## demo$career3 -0.002507883 0.013226737 -0.0142996782 0.0133722078
## demo$career4 0.001663170 0.002231579 0.0031805164 -0.0001700216
## demo$career5 -0.005119458 0.008210097 -0.0006101839 0.0121028770
## demo$career6 -0.027121151 0.005799842 -0.0495441620 0.0249084273
## demo$career7 0.016314382 -0.027182245 0.0278745799 -0.0477265838
## demo$career8 -0.046238369 -0.020558245 -0.0335023467 0.0066255126
## 75 76 77 78 79
## (Intercept) 0.1553502813 0.097140777 0.091756843 0.091756843 0.139944370
## demo$career1 0.0038803030 -0.011724398 -0.005530073 -0.005530073 0.002321742
## demo$career2 0.0137840421 0.046411990 0.024604914 0.024604914 0.014880068
## demo$career3 -0.0142996782 0.014014432 -0.002507883 -0.002507883 -0.012158204
## demo$career4 0.0031805164 0.003124401 0.001663170 0.001663170 0.002851690
## demo$career5 -0.0006101839 0.009951260 -0.005119458 -0.005119458 -0.001263731
## demo$career6 -0.0495441620 0.008817361 -0.027121151 -0.027121151 -0.043585978
## demo$career7 0.0278745799 -0.024274717 0.016314382 0.016314382 0.025707575
## demo$career8 -0.0335023467 -0.018248507 -0.046238369 -0.046238369 -0.036008956
## 80 81 82 83 84
## (Intercept) 0.091756843 0.091756843 0.0872411833 0.0872411833 0.093680074
## demo$career1 -0.005530073 -0.005530073 -0.0088283131 -0.0088283131 -0.014906744
## demo$career2 0.024604914 0.024604914 0.0308417667 0.0308417667 0.046038039
## demo$career3 -0.002507883 -0.002507883 0.0003409364 0.0003409364 0.001730178
## demo$career4 0.001663170 0.001663170 0.0016906074 0.0016906074 0.001862202
## demo$career5 -0.005119458 -0.005119458 -0.0027827092 -0.0027827092 0.009338176
## demo$career6 -0.027121151 -0.027121151 -0.0210528902 -0.0210528902 0.004578484
## demo$career7 0.016314382 0.016314382 0.0049034144 0.0049034144 -0.021291088
## demo$career8 -0.046238369 -0.046238369 -0.0399198626 -0.0399198626 -0.025497423
## 85 86 87 88 89
## (Intercept) 0.093665597 0.082048784 0.119217572 0.0969386987 0.1134847185
## demo$career1 -0.014113136 -0.012731724 -0.001378779 -0.0106187690 -0.0169925718
## demo$career2 0.037189835 0.043920170 0.017844376 0.0314015129 0.0462988778
## demo$career3 0.012376452 0.003049958 -0.005748844 -0.0005437316 0.0141362033
## demo$career4 0.001548811 0.003364631 0.003946240 0.0008142364 -0.0004362701
## demo$career5 0.007151562 0.007183870 0.002369850 -0.0002281378 0.0097091783
## demo$career6 0.006544181 -0.002736081 -0.025302958 -0.0151613628 0.0183561129
## demo$career7 -0.026718787 -0.017142324 0.008912477 0.0004083295 -0.0344415395
## demo$career8 -0.022141571 -0.029490013 -0.036897934 -0.0370455551 -0.0085180201
## 90 91 92 93 94
## (Intercept) 0.090416471 0.091756843 0.110684681 0.082399731 0.093221304
## demo$career1 -0.008023665 -0.005530073 -0.017985801 -0.015306849 -0.013743617
## demo$career2 0.033201615 0.024604914 0.049181963 0.045453824 0.037709175
## demo$career3 -0.002728950 -0.002507883 0.011153579 0.013226737 0.012885785
## demo$career4 0.001375916 0.001663170 0.002485153 0.002231579 0.004313594
## demo$career5 -0.002034903 -0.005119458 0.011214171 0.008210097 0.006855733
## demo$career6 -0.022568099 -0.027121151 0.018933928 0.005799842 0.006787973
## demo$career7 0.012238546 0.016314382 -0.043517346 -0.027182245 -0.037864445
## demo$career8 -0.043092223 -0.046238369 -0.005717983 -0.020558245 -0.014769703
## 95 96 97 98 99
## (Intercept) 0.082399731 0.082399731 0.091756843 0.0820333827 0.096150934
## demo$career1 -0.015306849 -0.015306849 -0.005530073 -0.0119536097 -0.017208544
## demo$career2 0.045453824 0.045453824 0.024604914 0.0352806597 0.047322938
## demo$career3 0.013226737 0.013226737 -0.002507883 0.0134379279 0.012269233
## demo$career4 0.002231579 0.002231579 0.001663170 0.0030601597 0.001111484
## demo$career5 0.008210097 0.008210097 -0.005119458 0.0050515094 0.009834998
## demo$career6 0.005799842 0.005799842 -0.027121151 -0.0008159183 0.012123411
## demo$career7 -0.027182245 -0.027182245 0.016314382 -0.0224425374 -0.029145679
## demo$career8 -0.020558245 -0.020558245 -0.046238369 -0.0262151068 -0.017258663
## 100 101 102 103 104
## (Intercept) 1.750593e-01 0.091756843 0.091756843 0.0820333827 0.082399731
## demo$career1 -1.289095e-02 -0.005530073 -0.005530073 -0.0119536097 -0.015306849
## demo$career2 4.604376e-02 0.024604914 0.024604914 0.0352806597 0.045453824
## demo$career3 7.982057e-03 -0.002507883 -0.002507883 0.0134379279 0.013226737
## demo$career4 3.172931e-06 0.001663170 0.001663170 0.0030601597 0.002231579
## demo$career5 1.262910e-02 -0.005119458 -0.005119458 0.0050515094 0.008210097
## demo$career6 3.213023e-02 -0.027121151 -0.027121151 -0.0008159183 0.005799842
## demo$career7 -4.239221e-02 0.016314382 0.016314382 -0.0224425374 -0.027182245
## demo$career8 1.165635e-02 -0.046238369 -0.046238369 -0.0262151068 -0.020558245
## 105 106 107 108 109
## (Intercept) 0.0894492261 0.097140777 0.095915004 0.1349292238 0.090416471
## demo$career1 -0.0101768135 -0.011724398 -0.009584131 -0.0017091943 -0.008023665
## demo$career2 0.0332346263 0.046411990 0.030196896 0.0250281487 0.033201615
## demo$career3 0.0072513509 0.014014432 0.009900868 -0.0098613343 -0.002728950
## demo$career4 0.0008417544 0.003124401 0.004755418 0.0023465142 0.001375916
## demo$career5 -0.0005348026 0.009951260 0.004509268 -0.0002975093 -0.002034903
## demo$career6 -0.0155537115 0.008817361 -0.001439967 -0.0413703414 -0.022568099
## demo$career7 0.0023043257 -0.024274717 -0.025174332 0.0171371845 0.012238546
## demo$career8 -0.0356065994 -0.018248507 -0.023887652 -0.0307103177 -0.043092223
## 110 111 112 113 114
## (Intercept) 0.095915004 0.091756843 0.082399731 0.130603203 0.148222209
## demo$career1 -0.009584131 -0.005530073 -0.015306849 -0.012000858 -0.013300916
## demo$career2 0.030196896 0.024604914 0.045453824 0.046397208 0.046606984
## demo$career3 0.009900868 -0.002507883 0.013226737 0.014075277 0.012081757
## demo$career4 0.004755418 0.001663170 0.002231579 0.002729484 0.000867130
## demo$career5 0.004509268 -0.005119458 0.008210097 0.011256943 0.013721724
## demo$career6 -0.001439967 -0.027121151 0.005799842 0.021786163 0.028482193
## demo$career7 -0.025174332 0.016314382 -0.027182245 -0.043313746 -0.045730094
## demo$career8 -0.023887652 -0.046238369 -0.020558245 0.002727383 0.007240116
## 115 116 117 118 119
## (Intercept) 0.1742297472 0.082399731 0.091756843 0.095691942 0.236081123
## demo$career1 -0.0130772623 -0.015306849 -0.005530073 -0.016827864 -0.013356866
## demo$career2 0.0427707635 0.045453824 0.024604914 0.047860826 0.043967692
## demo$career3 0.0090338428 0.013226737 -0.002507883 0.012796601 0.005575683
## demo$career4 -0.0001086838 0.002231579 0.001663170 0.003951135 -0.005586636
## demo$career5 0.0143021039 0.008210097 -0.005119458 0.009529495 0.012167116
## demo$career6 0.0302011761 0.005799842 -0.027121151 0.012371461 0.034994234
## demo$career7 -0.0415626460 -0.027182245 0.016314382 -0.040578579 -0.041578336
## demo$career8 0.0124859105 -0.020558245 -0.046238369 -0.009687295 0.018521887
## 120 121 122 123 124
## (Intercept) 0.082399731 0.091756843 0.082399731 0.091756843 0.1742297472
## demo$career1 -0.015306849 -0.005530073 -0.015306849 -0.005530073 -0.0130772623
## demo$career2 0.045453824 0.024604914 0.045453824 0.024604914 0.0427707635
## demo$career3 0.013226737 -0.002507883 0.013226737 -0.002507883 0.0090338428
## demo$career4 0.002231579 0.001663170 0.002231579 0.001663170 -0.0001086838
## demo$career5 0.008210097 -0.005119458 0.008210097 -0.005119458 0.0143021039
## demo$career6 0.005799842 -0.027121151 0.005799842 -0.027121151 0.0302011761
## demo$career7 -0.027182245 0.016314382 -0.027182245 0.016314382 -0.0415626460
## demo$career8 -0.020558245 -0.046238369 -0.020558245 -0.046238369 0.0124859105
## 125 126 127 128
## (Intercept) 0.1138178555 0.091756843 0.140010210 0.6675349649
## demo$career1 -0.0112239338 -0.005530073 0.001572141 -0.0002746584
## demo$career2 0.0296216444 0.024604914 0.019745194 -0.0310817988
## demo$career3 -0.0027047302 -0.002507883 -0.012224044 0.0078304661
## demo$career4 0.0001077354 0.001663170 0.002533644 -0.0036652175
## demo$career5 0.0005512164 -0.005119458 -0.001741094 0.0134342740
## demo$career6 -0.0129763403 -0.027121151 -0.046642734 0.0292173578
## demo$career7 0.0022168657 0.016314382 0.025641735 -0.0121608653
## demo$career8 -0.0324956513 -0.046238369 -0.036074796 0.0228291905
## 129 130 131 132 133
## (Intercept) 0.1130100453 0.091756843 0.268075370 0.082399731 0.139944370
## demo$career1 -0.0166000043 -0.005530073 -0.013834427 -0.015306849 0.002321742
## demo$career2 0.0468565988 0.024604914 0.039320961 0.045453824 0.014880068
## demo$career3 0.0146828513 -0.002507883 0.001741291 0.013226737 -0.012158204
## demo$career4 0.0024824327 0.001663170 -0.006864789 0.002231579 0.002851690
## demo$career5 0.0093933741 -0.005119458 0.012693850 0.008210097 -0.001263731
## demo$career6 0.0186085639 -0.027121151 0.036529923 0.005799842 -0.043585978
## demo$career7 -0.0461768785 0.016314382 -0.035510223 -0.027182245 0.025707575
## demo$career8 -0.0007360396 -0.046238369 0.023480778 -0.020558245 -0.036008956
## 134 135 136 137 138
## (Intercept) 0.082399731 0.091756843 0.0820333827 0.091756843 0.098418367
## demo$career1 -0.015306849 -0.005530073 -0.0119536097 -0.005530073 -0.015859582
## demo$career2 0.045453824 0.024604914 0.0352806597 0.024604914 0.045055505
## demo$career3 0.013226737 -0.002507883 0.0134379279 -0.002507883 0.015699805
## demo$career4 0.002231579 0.001663170 0.0030601597 0.001663170 0.001109808
## demo$career5 0.008210097 -0.005119458 0.0050515094 -0.005119458 0.008061265
## demo$career6 0.005799842 -0.027121151 -0.0008159183 -0.027121151 0.011807197
## demo$career7 -0.027182245 0.016314382 -0.0224425374 0.016314382 -0.031729913
## demo$career8 -0.020558245 -0.046238369 -0.0262151068 -0.046238369 -0.012413721
## 139 140 141 142 143
## (Intercept) 0.086200773 0.091756843 0.1742297472 0.091756843 0.091756843
## demo$career1 -0.010999723 -0.005530073 -0.0130772623 -0.005530073 -0.005530073
## demo$career2 0.030820525 0.024604914 0.0427707635 0.024604914 0.024604914
## demo$career3 0.010389554 -0.002507883 0.0090338428 -0.002507883 -0.002507883
## demo$career4 0.001165746 0.001663170 -0.0001086838 0.001663170 0.001663170
## demo$career5 -0.001297783 -0.005119458 0.0143021039 -0.005119458 -0.005119458
## demo$career6 -0.014000349 -0.027121151 0.0302011761 -0.027121151 -0.027121151
## demo$career7 -0.005205013 0.016314382 -0.0415626460 0.016314382 0.016314382
## demo$career8 -0.032361279 -0.046238369 0.0124859105 -0.046238369 -0.046238369
## 144 145 146 147
## (Intercept) 0.1388400054 0.0820333827 0.091756843 0.0872411833
## demo$career1 -0.0099809617 -0.0119536097 -0.005530073 -0.0088283131
## demo$career2 0.0452454267 0.0352806597 0.024604914 0.0308417667
## demo$career3 0.0151160811 0.0134379279 -0.002507883 0.0003409364
## demo$career4 -0.0001221809 0.0030601597 0.001663170 0.0016906074
## demo$career5 0.0089142611 0.0050515094 -0.005119458 -0.0027827092
## demo$career6 0.0158350753 -0.0008159183 -0.027121151 -0.0210528902
## demo$career7 -0.0256844349 -0.0224425374 0.016314382 0.0049034144
## demo$career8 -0.0055094188 -0.0262151068 -0.046238369 -0.0399198626
## 148 149 150 151 152
## (Intercept) 0.6675349649 0.082399731 0.147134128 0.091756843 0.091756843
## demo$career1 -0.0002746584 -0.015306849 -0.011680661 -0.005530073 -0.005530073
## demo$career2 -0.0310817988 0.045453824 0.045982057 0.024604914 0.024604914
## demo$career3 0.0078304661 0.013226737 -0.002513941 -0.002507883 -0.002507883
## demo$career4 -0.0036652175 0.002231579 0.003023517 0.001663170 0.001663170
## demo$career5 0.0134342740 0.008210097 0.012789028 -0.005119458 -0.005119458
## demo$career6 0.0292173578 0.005799842 0.016135863 -0.027121151 -0.027121151
## demo$career7 -0.0121608653 -0.027182245 -0.027602177 0.016314382 0.016314382
## demo$career8 0.0228291905 -0.020558245 -0.006976067 -0.046238369 -0.046238369
## 153 154 155 156 157
## (Intercept) 0.136772660 0.092605333 0.096150934 0.091756843 0.091756843
## demo$career1 -0.016890212 -0.011204277 -0.017208544 -0.005530073 -0.005530073
## demo$career2 0.043379082 0.036365497 0.047322938 0.024604914 0.024604914
## demo$career3 0.011163289 0.002722530 0.012269233 -0.002507883 -0.002507883
## demo$career4 -0.001712175 0.005393715 0.001111484 0.001663170 0.001663170
## demo$career5 0.009886713 0.005862870 0.009834998 -0.005119458 -0.005119458
## demo$career6 0.020359076 -0.001766660 0.012123411 -0.027121151 -0.027121151
## demo$career7 -0.029794695 -0.027566137 -0.029145679 0.016314382 0.016314382
## demo$career8 -0.003442073 -0.023840842 -0.017258663 -0.046238369 -0.046238369
## 158 159 160 161 162
## (Intercept) 0.135712821 0.092605333 0.1242397983 0.082399731 0.082399731
## demo$career1 -0.011936193 -0.011204277 -0.0003689367 -0.015306849 -0.015306849
## demo$career2 0.048460148 0.036365497 0.0230956430 0.045453824 0.045453824
## demo$career3 0.008965660 0.002722530 -0.0097195281 0.013226737 0.013226737
## demo$career4 0.003543276 0.005393715 0.0026786552 0.002231579 0.002231579
## demo$career5 0.009990470 0.005862870 -0.0026224782 0.008210097 0.008210097
## demo$career6 0.019257191 -0.001766660 -0.0419567993 0.005799842 0.005799842
## demo$career7 -0.034749894 -0.027566137 0.0230647052 -0.027182245 -0.027182245
## demo$career8 -0.002382234 -0.023840842 -0.0389642029 -0.020558245 -0.020558245
## 163 164 165 166 167
## (Intercept) 0.0872411833 0.272536808 0.082399731 0.090399525 0.096626700
## demo$career1 -0.0088283131 -0.012799568 -0.015306849 -0.007274888 -0.012881542
## demo$career2 0.0308417667 0.039417928 0.045453824 0.024951273 0.040239631
## demo$career3 0.0003409364 0.005402459 0.013226737 0.007178366 0.009601394
## demo$career4 0.0016906074 -0.006083103 0.002231579 0.001087868 0.003969354
## demo$career5 -0.0027827092 0.012364187 0.008210097 -0.004066470 0.007650907
## demo$career6 -0.0210528902 0.035145408 0.005799842 -0.020732971 0.005152287
## demo$career7 0.0049034144 -0.039971660 -0.027182245 0.007176127 -0.029980642
## demo$career8 -0.0399198626 0.019019341 -0.020558245 -0.039968013 -0.018171498
## 168 169 170 171 172
## (Intercept) 0.236081123 0.082399731 0.091756843 0.091756843 0.101497428
## demo$career1 -0.013356866 -0.015306849 -0.005530073 -0.005530073 -0.003271293
## demo$career2 0.043967692 0.045453824 0.024604914 0.024604914 0.027907807
## demo$career3 0.005575683 0.013226737 -0.002507883 -0.002507883 -0.003357649
## demo$career4 -0.005586636 0.002231579 0.001663170 0.001663170 0.004328265
## demo$career5 0.012167116 0.008210097 -0.005119458 -0.005119458 0.001514599
## demo$career6 0.034994234 0.005799842 -0.027121151 -0.027121151 -0.023201442
## demo$career7 -0.041578336 -0.027182245 0.016314382 0.016314382 0.006573797
## demo$career8 0.018521887 -0.020558245 -0.046238369 -0.046238369 -0.039132413
## 173 174 175 176 177
## (Intercept) 0.204431547 0.0872411833 0.1842515469 0.085358455 0.148222209
## demo$career1 -0.012178001 -0.0088283131 -0.0169015691 -0.011111579 -0.013300916
## demo$career2 0.045372657 0.0308417667 0.0402703314 0.037751569 0.046606984
## demo$career3 0.007119973 0.0003409364 0.0098515494 0.010228296 0.012081757
## demo$career4 -0.002087330 0.0016906074 -0.0003881883 0.002726334 0.000867130
## demo$career5 0.011586515 -0.0027827092 0.0114871674 0.005830268 0.013721724
## demo$career6 0.032051336 -0.0210528902 0.0277151807 -0.002409389 0.028482193
## demo$career7 -0.037818810 0.0049034144 -0.0439653980 -0.014750520 -0.045730094
## demo$career8 0.015280807 -0.0399198626 0.0104260835 -0.029536823 0.007240116
## 178 179 180 181 182
## (Intercept) 0.093665597 0.148222209 0.082531034 0.091756843 0.148222209
## demo$career1 -0.014113136 -0.013300916 -0.009792706 -0.005530073 -0.013300916
## demo$career2 0.037189835 0.046606984 0.034535609 0.024604914 0.046606984
## demo$career3 0.012376452 0.012081757 0.003823328 -0.002507883 0.012081757
## demo$career4 0.001548811 0.000867130 0.003920173 0.001663170 0.000867130
## demo$career5 0.007151562 0.013721724 0.003864662 -0.005119458 0.013721724
## demo$career6 0.006544181 0.028482193 -0.008512428 -0.027121151 0.028482193
## demo$career7 -0.026718787 -0.045730094 -0.012293065 0.016314382 -0.045730094
## demo$career8 -0.022141571 0.007240116 -0.034906534 -0.046238369 0.007240116
## 183 184 185 186
## (Intercept) 0.0872411833 0.0872411833 0.091756843 0.091756843
## demo$career1 -0.0088283131 -0.0088283131 -0.005530073 -0.005530073
## demo$career2 0.0308417667 0.0308417667 0.024604914 0.024604914
## demo$career3 0.0003409364 0.0003409364 -0.002507883 -0.002507883
## demo$career4 0.0016906074 0.0016906074 0.001663170 0.001663170
## demo$career5 -0.0027827092 -0.0027827092 -0.005119458 -0.005119458
## demo$career6 -0.0210528902 -0.0210528902 -0.027121151 -0.027121151
## demo$career7 0.0049034144 0.0049034144 0.016314382 0.016314382
## demo$career8 -0.0399198626 -0.0399198626 -0.046238369 -0.046238369
## 187 188 189 190 191
## (Intercept) 0.0858063761 0.141026695 0.091756843 0.091756843 0.110684681
## demo$career1 -0.0139683613 0.001239417 -0.005530073 -0.005530073 -0.017985801
## demo$career2 0.0401155308 0.013797743 0.024604914 0.024604914 0.049181963
## demo$career3 0.0097803747 -0.011189247 -0.002507883 -0.002507883 0.011153579
## demo$career4 0.0005441608 0.002264438 0.001663170 0.001663170 0.002485153
## demo$career5 0.0018993810 -0.001918706 -0.005119458 -0.005119458 0.011214171
## demo$career6 -0.0083541387 -0.043129842 -0.027121151 -0.027121151 0.018933928
## demo$career7 -0.0098828263 0.024625250 0.016314382 0.016314382 -0.043517346
## demo$career8 -0.0268839691 -0.037091281 -0.046238369 -0.046238369 -0.005717983
## 192 193 194 195 196
## (Intercept) 0.093680074 0.082399731 0.0868136137 0.082399731 0.082399731
## demo$career1 -0.014906744 -0.015306849 -0.0060960972 -0.015306849 -0.015306849
## demo$career2 0.046038039 0.045453824 0.0285809136 0.045453824 0.045453824
## demo$career3 0.001730178 0.013226737 0.0007685060 0.013226737 0.013226737
## demo$career4 0.001862202 0.002231579 0.0037792836 0.002231579 0.002231579
## demo$career5 0.009338176 0.008210097 0.0009794521 0.008210097 0.008210097
## demo$career6 0.004578484 0.005799842 -0.0153692819 0.005799842 0.005799842
## demo$career7 -0.021291088 -0.027182245 0.0002516189 -0.027182245 -0.027182245
## demo$career8 -0.025497423 -0.020558245 -0.0424552559 -0.020558245 -0.020558245
## 197 198 199 200 201
## (Intercept) 0.0969386987 0.1832749304 0.095691942 0.095691942 0.091756843
## demo$career1 -0.0106187690 -0.0103142361 -0.016827864 -0.016827864 -0.005530073
## demo$career2 0.0314015129 0.0454471920 0.047860826 0.047860826 0.024604914
## demo$career3 -0.0005437316 0.0097029453 0.012796601 0.012796601 -0.002507883
## demo$career4 0.0008142364 0.0001656834 0.003951135 0.003951135 0.001663170
## demo$career5 -0.0002281378 0.0097978364 0.009529495 0.009529495 -0.005119458
## demo$career6 -0.0151613628 0.0260767757 0.012371461 0.012371461 -0.027121151
## demo$career7 0.0004083295 -0.0364581693 -0.040578579 -0.040578579 0.016314382
## demo$career8 -0.0370455551 0.0114026999 -0.009687295 -0.009687295 -0.046238369
## 202 203 204 205 206
## (Intercept) 0.091756843 0.091756843 0.091756843 0.118734244 0.082399731
## demo$career1 -0.005530073 -0.005530073 -0.005530073 -0.003815647 -0.015306849
## demo$career2 0.024604914 0.024604914 0.024604914 0.028501759 0.045453824
## demo$career3 -0.002507883 -0.002507883 -0.002507883 -0.007316799 0.013226737
## demo$career4 0.001663170 0.001663170 0.001663170 0.002558165 0.002231579
## demo$career5 -0.005119458 -0.005119458 -0.005119458 -0.001216873 0.008210097
## demo$career6 -0.027121151 -0.027121151 -0.027121151 -0.036130807 0.005799842
## demo$career7 0.016314382 0.016314382 0.016314382 0.014259026 -0.027182245
## demo$career8 -0.046238369 -0.046238369 -0.046238369 -0.033577726 -0.020558245
## 207 208 209 210 211
## (Intercept) 0.0894492261 0.082048784 0.091756843 0.082048784 0.082399731
## demo$career1 -0.0101768135 -0.012731724 -0.005530073 -0.012731724 -0.015306849
## demo$career2 0.0332346263 0.043920170 0.024604914 0.043920170 0.045453824
## demo$career3 0.0072513509 0.003049958 -0.002507883 0.003049958 0.013226737
## demo$career4 0.0008417544 0.003364631 0.001663170 0.003364631 0.002231579
## demo$career5 -0.0005348026 0.007183870 -0.005119458 0.007183870 0.008210097
## demo$career6 -0.0155537115 -0.002736081 -0.027121151 -0.002736081 0.005799842
## demo$career7 0.0023043257 -0.017142324 0.016314382 -0.017142324 -0.027182245
## demo$career8 -0.0356065994 -0.029490013 -0.046238369 -0.029490013 -0.020558245
## 212 213 214 215 216
## (Intercept) 8.621699e-02 0.148222209 0.090399525 0.091756843 0.091756843
## demo$career1 -1.176290e-02 -0.013300916 -0.007274888 -0.005530073 -0.005530073
## demo$career2 3.926096e-02 0.046606984 0.024951273 0.024604914 0.024604914
## demo$career3 2.476181e-04 0.012081757 0.007178366 -0.002507883 -0.002507883
## demo$career4 1.461782e-03 0.000867130 0.001087868 0.001663170 0.001663170
## demo$career5 7.829576e-04 0.013721724 -0.004066470 -0.005119458 -0.005119458
## demo$career6 -1.587703e-02 0.028482193 -0.020732971 -0.027121151 -0.027121151
## demo$career7 -2.642775e-05 -0.045730094 0.007176127 0.016314382 0.016314382
## demo$career8 -3.555906e-02 0.007240116 -0.039968013 -0.046238369 -0.046238369
## 217 218 219 220 221
## (Intercept) 0.091756843 0.093221304 0.1553502813 0.091756843 0.082399731
## demo$career1 -0.005530073 -0.013743617 0.0038803030 -0.005530073 -0.015306849
## demo$career2 0.024604914 0.037709175 0.0137840421 0.024604914 0.045453824
## demo$career3 -0.002507883 0.012885785 -0.0142996782 -0.002507883 0.013226737
## demo$career4 0.001663170 0.004313594 0.0031805164 0.001663170 0.002231579
## demo$career5 -0.005119458 0.006855733 -0.0006101839 -0.005119458 0.008210097
## demo$career6 -0.027121151 0.006787973 -0.0495441620 -0.027121151 0.005799842
## demo$career7 0.016314382 -0.037864445 0.0278745799 0.016314382 -0.027182245
## demo$career8 -0.046238369 -0.014769703 -0.0335023467 -0.046238369 -0.020558245
## 222 223 224 225 226
## (Intercept) 0.091756843 0.0894492261 0.0969386987 0.268075370 0.114496077
## demo$career1 -0.005530073 -0.0101768135 -0.0106187690 -0.013834427 -0.011356499
## demo$career2 0.024604914 0.0332346263 0.0314015129 0.039320961 0.045370568
## demo$career3 -0.002507883 0.0072513509 -0.0005437316 0.001741291 0.015931863
## demo$career4 0.001663170 0.0008417544 0.0008142364 -0.006864789 0.001633279
## demo$career5 -0.005119458 -0.0005348026 -0.0002281378 0.012693850 0.009831995
## demo$career6 -0.027121151 -0.0155537115 -0.0151613628 0.036529923 0.014960370
## demo$career7 0.016314382 0.0023043257 0.0004083295 -0.035510223 -0.029437860
## demo$career8 -0.046238369 -0.0356065994 -0.0370455551 0.023480778 -0.009529378
## 227 228 229 230 231
## (Intercept) 0.085358455 0.082399731 0.082399731 0.130603203 0.213303058
## demo$career1 -0.011111579 -0.015306849 -0.015306849 -0.012000858 -0.011233494
## demo$career2 0.037751569 0.045453824 0.045453824 0.046397208 0.044365087
## demo$career3 0.010228296 0.013226737 0.013226737 0.014075277 0.008504738
## demo$career4 0.002726334 0.002231579 0.002231579 0.002729484 -0.003193149
## demo$career5 0.005830268 0.008210097 0.008210097 0.011256943 0.009877857
## demo$career6 -0.002409389 0.005799842 0.005799842 0.021786163 0.028259190
## demo$career7 -0.014750520 -0.027182245 -0.027182245 -0.043313746 -0.039967632
## demo$career8 -0.029536823 -0.020558245 -0.020558245 0.002727383 0.014616367
## 232 233 234 235 236
## (Intercept) 0.085763266 0.091756843 0.091756843 0.0858063761 0.148222209
## demo$career1 -0.008206616 -0.005530073 -0.005530073 -0.0139683613 -0.013300916
## demo$career2 0.028509271 0.024604914 0.024604914 0.0401155308 0.046606984
## demo$career3 0.010827061 -0.002507883 -0.002507883 0.0097803747 0.012081757
## demo$career4 0.003300145 0.001663170 0.001663170 0.0005441608 0.000867130
## demo$career5 0.002546901 -0.005119458 -0.005119458 0.0018993810 0.013721724
## demo$career6 -0.008189105 -0.027121151 -0.027121151 -0.0083541387 0.028482193
## demo$career7 -0.009962311 0.016314382 0.016314382 -0.0098828263 -0.045730094
## demo$career8 -0.034954075 -0.046238369 -0.046238369 -0.0268839691 0.007240116
## 237 238 239 240 241
## (Intercept) 0.140101523 0.139200221 0.0868136137 0.093235782 0.082399731
## demo$career1 0.002164589 -0.011526362 -0.0060960972 -0.014537225 -0.015306849
## demo$career2 0.017089779 0.044885211 0.0285809136 0.046557379 0.045453824
## demo$career3 -0.012239383 0.014755866 0.0007685060 0.002239511 0.013226737
## demo$career4 0.003175511 -0.001278761 0.0037792836 0.004626985 0.002231579
## demo$career5 -0.001420884 0.010006412 0.0009794521 0.009042348 0.008210097
## demo$career6 -0.045252565 0.018055505 -0.0153692819 0.004822275 0.005799842
## demo$career7 0.025550422 -0.033187507 0.0002516189 -0.032436746 -0.027182245
## demo$career8 -0.036166109 -0.005869634 -0.0424552559 -0.018125555 -0.020558245
## 242 243 244 245
## (Intercept) 0.082399731 0.1553502813 0.091756843 0.1176842179
## demo$career1 -0.015306849 0.0038803030 -0.005530073 -0.0170999708
## demo$career2 0.045453824 0.0137840421 0.024604914 0.0453382448
## demo$career3 0.013226737 -0.0142996782 -0.002507883 0.0101214081
## demo$career4 0.002231579 0.0031805164 0.001663170 0.0002282282
## demo$career5 0.008210097 -0.0006101839 -0.005119458 0.0100048134
## demo$career6 0.005799842 -0.0495441620 -0.027121151 0.0141566135
## demo$career7 -0.027182245 0.0278745799 0.016314382 -0.0253654256
## demo$career8 -0.020558245 -0.0335023467 -0.046238369 -0.0127175195
## 246 247 248 249 250
## (Intercept) 0.1327573662 0.093235782 0.107660102 0.082399731 0.091756843
## demo$career1 -0.0144925554 -0.014537225 -0.002283770 -0.015306849 -0.005530073
## demo$career2 0.0372335666 0.046557379 0.024227871 0.045453824 0.024604914
## demo$career3 0.0149731941 0.002239511 -0.007085287 0.013226737 -0.002507883
## demo$career4 0.0007837921 0.004626985 0.002561555 0.002231579 0.001663170
## demo$career5 0.0067449141 0.009042348 -0.003425824 0.008210097 -0.005119458
## demo$career6 0.0160047367 0.004822275 -0.034995882 0.005799842 -0.027121151
## demo$career7 -0.0475449179 -0.032436746 0.020469947 -0.027182245 0.016314382
## demo$career8 -0.0030006146 -0.018125555 -0.041839475 -0.020558245 -0.046238369
## 251 252 253 254 255
## (Intercept) 0.1553502813 0.091756843 0.096150934 0.1553502813 0.082399731
## demo$career1 0.0038803030 -0.005530073 -0.017208544 0.0038803030 -0.015306849
## demo$career2 0.0137840421 0.024604914 0.047322938 0.0137840421 0.045453824
## demo$career3 -0.0142996782 -0.002507883 0.012269233 -0.0142996782 0.013226737
## demo$career4 0.0031805164 0.001663170 0.001111484 0.0031805164 0.002231579
## demo$career5 -0.0006101839 -0.005119458 0.009834998 -0.0006101839 0.008210097
## demo$career6 -0.0495441620 -0.027121151 0.012123411 -0.0495441620 0.005799842
## demo$career7 0.0278745799 0.016314382 -0.029145679 0.0278745799 -0.027182245
## demo$career8 -0.0335023467 -0.046238369 -0.017258663 -0.0335023467 -0.020558245
## 256 257 258 259 260
## (Intercept) 0.175710440 0.091756843 0.268075370 0.082399731 0.268075370
## demo$career1 -0.013542083 -0.005530073 -0.013834427 -0.015306849 -0.013834427
## demo$career2 0.045392634 0.024604914 0.039320961 0.045453824 0.039320961
## demo$career3 0.010886483 -0.002507883 0.001741291 0.013226737 0.001741291
## demo$career4 -0.001933082 0.001663170 -0.006864789 0.002231579 -0.006864789
## demo$career5 0.014297861 -0.005119458 0.012693850 0.008210097 0.012693850
## demo$career6 0.031479104 -0.027121151 0.036529923 0.005799842 0.036529923
## demo$career7 -0.050662387 0.016314382 -0.035510223 -0.027182245 -0.035510223
## demo$career8 0.011005217 -0.046238369 0.023480778 -0.020558245 0.023480778
## 261 262 263 264 265
## (Intercept) 8.621699e-02 0.236081123 0.236081123 0.091756843 0.091756843
## demo$career1 -1.176290e-02 -0.013356866 -0.013356866 -0.005530073 -0.005530073
## demo$career2 3.926096e-02 0.043967692 0.043967692 0.024604914 0.024604914
## demo$career3 2.476181e-04 0.005575683 0.005575683 -0.002507883 -0.002507883
## demo$career4 1.461782e-03 -0.005586636 -0.005586636 0.001663170 0.001663170
## demo$career5 7.829576e-04 0.012167116 0.012167116 -0.005119458 -0.005119458
## demo$career6 -1.587703e-02 0.034994234 0.034994234 -0.027121151 -0.027121151
## demo$career7 -2.642775e-05 -0.041578336 -0.041578336 0.016314382 0.016314382
## demo$career8 -3.555906e-02 0.018521887 0.018521887 -0.046238369 -0.046238369
## 266 267 268 269 270
## (Intercept) 0.091756843 0.082399731 0.091756843 0.1111266903 0.097529841
## demo$career1 -0.005530073 -0.015306849 -0.005530073 -0.0124979702 -0.016174499
## demo$career2 0.024604914 0.045453824 0.024604914 0.0346702228 0.042139433
## demo$career3 -0.002507883 0.013226737 -0.002507883 0.0004134272 0.008633213
## demo$career4 0.001663170 0.002231579 0.001663170 0.0017906004 -0.001027567
## demo$career5 -0.005119458 0.008210097 -0.005119458 0.0068318683 0.003925718
## demo$career6 -0.027121151 0.005799842 -0.027121151 0.0010468335 -0.001176045
## demo$career7 0.016314382 -0.027182245 0.016314382 -0.0147634827 -0.013851656
## demo$career8 -0.046238369 -0.020558245 -0.046238369 -0.0263339237 -0.022827611
## 271 272 273 274 275
## (Intercept) 0.0872411833 0.268075370 0.091756843 0.110684681 0.0872411833
## demo$career1 -0.0088283131 -0.013834427 -0.005530073 -0.017985801 -0.0088283131
## demo$career2 0.0308417667 0.039320961 0.024604914 0.049181963 0.0308417667
## demo$career3 0.0003409364 0.001741291 -0.002507883 0.011153579 0.0003409364
## demo$career4 0.0016906074 -0.006864789 0.001663170 0.002485153 0.0016906074
## demo$career5 -0.0027827092 0.012693850 -0.005119458 0.011214171 -0.0027827092
## demo$career6 -0.0210528902 0.036529923 -0.027121151 0.018933928 -0.0210528902
## demo$career7 0.0049034144 -0.035510223 0.016314382 -0.043517346 0.0049034144
## demo$career8 -0.0399198626 0.023480778 -0.046238369 -0.005717983 -0.0399198626
## 276 277 278 279 280
## (Intercept) 0.091756843 0.182974045 0.11217071 0.203577279 0.1134847185
## demo$career1 -0.005530073 -0.010933929 -0.01274230 -0.012369485 -0.0169925718
## demo$career2 0.024604914 0.041547834 0.04769593 0.041982893 0.0462988778
## demo$career3 -0.002507883 0.010141397 0.01240259 0.008211541 0.0141362033
## demo$career4 0.001663170 -0.003130975 0.00163600 -0.002193934 -0.0004362701
## demo$career5 -0.005119458 0.011821961 0.01165279 0.013316359 0.0097091783
## demo$career6 -0.027121151 0.023881121 0.01528573 0.030048461 0.0183561129
## demo$career7 0.016314382 -0.022881670 -0.02677833 -0.036964542 -0.0344415395
## demo$career8 -0.046238369 0.003741613 -0.01451132 0.016135075 -0.0085180201
## 281 282 283 284 285
## (Intercept) 0.091756843 0.091756843 0.082531034 0.082048784 0.086200773
## demo$career1 -0.005530073 -0.005530073 -0.009792706 -0.012731724 -0.010999723
## demo$career2 0.024604914 0.024604914 0.034535609 0.043920170 0.030820525
## demo$career3 -0.002507883 -0.002507883 0.003823328 0.003049958 0.010389554
## demo$career4 0.001663170 0.001663170 0.003920173 0.003364631 0.001165746
## demo$career5 -0.005119458 -0.005119458 0.003864662 0.007183870 -0.001297783
## demo$career6 -0.027121151 -0.027121151 -0.008512428 -0.002736081 -0.014000349
## demo$career7 0.016314382 0.016314382 -0.012293065 -0.017142324 -0.005205013
## demo$career8 -0.046238369 -0.046238369 -0.034906534 -0.029490013 -0.032361279
## 286 287 288 289 290
## (Intercept) 0.1553502813 0.082531034 0.1251153181 0.140010210 0.091756843
## demo$career1 0.0038803030 -0.009792706 -0.0005472888 0.001572141 -0.005530073
## demo$career2 0.0137840421 0.034535609 0.0147749192 0.019745194 0.024604914
## demo$career3 -0.0142996782 0.003823328 -0.0085824693 -0.012224044 -0.002507883
## demo$career4 0.0031805164 0.003920173 0.0020749365 0.002533644 0.001663170
## demo$career5 -0.0006101839 0.003864662 -0.0026429809 -0.001741094 -0.005119458
## demo$career6 -0.0495441620 -0.008512428 -0.0366773346 -0.046642734 -0.027121151
## demo$career7 0.0278745799 -0.012293065 0.0221891854 0.025641735 0.016314382
## demo$career8 -0.0335023467 -0.034906534 -0.0398397227 -0.036074796 -0.046238369
## 291 292 293 294 295
## (Intercept) 0.091756843 0.0820333827 0.090399525 0.095691942 0.0857794864
## demo$career1 -0.005530073 -0.0119536097 -0.007274888 -0.016827864 -0.0089697962
## demo$career2 0.024604914 0.0352806597 0.024951273 0.047860826 0.0369497108
## demo$career3 -0.002507883 0.0134379279 0.007178366 0.012796601 0.0006851251
## demo$career4 0.001663170 0.0030601597 0.001087868 0.003951135 0.0035961812
## demo$career5 -0.005119458 0.0050515094 -0.004066470 0.009529495 0.0046276420
## demo$career6 -0.027121151 -0.0008159183 -0.020732971 0.012371461 -0.0100657899
## demo$career7 0.016314382 -0.0224425374 0.007176127 -0.040578579 -0.0047837260
## demo$career8 -0.046238369 -0.0262151068 -0.039968013 -0.009687295 -0.0381518551
## 296 297 298 299 300
## (Intercept) 0.082399731 0.1553502813 0.0857794864 0.107660102 0.091756843
## demo$career1 -0.015306849 0.0038803030 -0.0089697962 -0.002283770 -0.005530073
## demo$career2 0.045453824 0.0137840421 0.0369497108 0.024227871 0.024604914
## demo$career3 0.013226737 -0.0142996782 0.0006851251 -0.007085287 -0.002507883
## demo$career4 0.002231579 0.0031805164 0.0035961812 0.002561555 0.001663170
## demo$career5 0.008210097 -0.0006101839 0.0046276420 -0.003425824 -0.005119458
## demo$career6 0.005799842 -0.0495441620 -0.0100657899 -0.034995882 -0.027121151
## demo$career7 -0.027182245 0.0278745799 -0.0047837260 0.020469947 0.016314382
## demo$career8 -0.020558245 -0.0335023467 -0.0381518551 -0.041839475 -0.046238369
## 301 302 303 304 305
## (Intercept) 0.082399731 0.091756843 0.111696039 0.095877904 0.1149909348
## demo$career1 -0.015306849 -0.005530073 -0.012349729 -0.012799078 -0.0145593334
## demo$career2 0.045453824 0.024604914 0.048253653 0.034977528 0.0396198203
## demo$career3 0.013226737 -0.002507883 0.012949238 0.015713694 -0.0033298114
## demo$career4 0.002231579 0.001663170 0.004554703 0.001548070 -0.0007857782
## demo$career5 0.008210097 -0.005119458 0.011336987 0.005422529 0.0036060241
## demo$career6 0.005799842 -0.027121151 0.015538185 0.006236636 -0.0066733924
## demo$career7 -0.027182245 0.016314382 -0.038513666 -0.029231846 -0.0018963516
## demo$career8 -0.020558245 -0.046238369 -0.006729341 -0.017426303 -0.0270199636
## 306 307 308 309 310
## (Intercept) 0.0872411833 0.203301801 0.209184874 0.1134847185 0.097140777
## demo$career1 -0.0088283131 -0.013410879 -0.012307046 -0.0169925718 -0.011724398
## demo$career2 0.0308417667 0.042258371 0.044239239 0.0462988778 0.046411990
## demo$career3 0.0003409364 0.004808859 0.002603947 0.0141362033 0.014014432
## demo$career4 0.0016906074 -0.001466223 -0.001288762 -0.0004362701 0.003124401
## demo$career5 -0.0027827092 0.012798186 0.011915267 0.0097091783 0.009951260
## demo$career6 -0.0210528902 0.033181083 0.027298009 0.0183561129 0.008817361
## demo$career7 0.0049034144 -0.036689063 -0.027547506 -0.0344415395 -0.024274717
## demo$career8 -0.0399198626 0.016410554 0.010527480 -0.0085180201 -0.018248507
## 311 312
## (Intercept) 0.091756843 0.208652713
## demo$career1 -0.005530073 -0.007076489
## demo$career2 0.024604914 0.037857748
## demo$career3 -0.002507883 0.006282835
## demo$career4 0.001663170 -0.002102041
## demo$career5 -0.005119458 0.007824391
## demo$career6 -0.027121151 0.021337645
## demo$career7 0.016314382 -0.028968502
## demo$career8 -0.046238369 0.005008890
##
## $f.perms
## [,1]
## [1,] 0.3865355
## [2,] 0.8030506
## [3,] 1.0247275
## [4,] 1.3789697
## [5,] 0.6354914
## [6,] 0.2608081
## [7,] 1.0355805
## [8,] 0.8574697
## [9,] 1.4553122
## [10,] 1.1834302
## [11,] 1.1982857
## [12,] 1.2217401
## [13,] 1.2690084
## [14,] 0.3888567
## [15,] 1.3145657
## [16,] 0.5852443
## [17,] 1.7683098
## [18,] 1.1742988
## [19,] 1.2448833
## [20,] 0.7586470
## [21,] 1.0523983
## [22,] 1.5879341
## [23,] 0.7979524
## [24,] 0.8717628
## [25,] 0.7839914
## [26,] 1.2420380
## [27,] 1.3239173
## [28,] 0.4850736
## [29,] 0.9316713
## [30,] 0.8269850
## [31,] 0.8048904
## [32,] 0.8990679
## [33,] 0.5096778
## [34,] 0.6618710
## [35,] 1.1400804
## [36,] 1.1627807
## [37,] 1.9637959
## [38,] 1.3657961
## [39,] 0.9165844
## [40,] 0.6116630
## [41,] 1.5763007
## [42,] 0.4455283
## [43,] 1.1214547
## [44,] 0.8449736
## [45,] 1.1380693
## [46,] 0.9935377
## [47,] 0.8559084
## [48,] 0.9777100
## [49,] 1.3822651
## [50,] 0.2808924
## [51,] 0.8741381
## [52,] 0.7440274
## [53,] 0.7524208
## [54,] 2.2261223
## [55,] 0.6859967
## [56,] 0.5996219
## [57,] 0.2532310
## [58,] 0.5400832
## [59,] 0.9970889
## [60,] 1.7371455
## [61,] 0.8399290
## [62,] 0.8429947
## [63,] 0.6801051
## [64,] 1.0089200
## [65,] 1.0165371
## [66,] 0.6444422
## [67,] 0.5779735
## [68,] 0.9995160
## [69,] 1.0148358
## [70,] 1.5670895
## [71,] 0.9668578
## [72,] 2.5295016
## [73,] 0.7166032
## [74,] 1.7448371
## [75,] 1.7041627
## [76,] 0.8822402
## [77,] 1.7083860
## [78,] 1.1758475
## [79,] 1.3710015
## [80,] 1.2877393
## [81,] 0.3418351
## [82,] 0.5900834
## [83,] 1.8790723
## [84,] 0.6611864
## [85,] 1.4918939
## [86,] 0.6185350
## [87,] 0.6342669
## [88,] 0.4417593
## [89,] 0.4370865
## [90,] 0.5706533
## [91,] 1.2593395
## [92,] 0.9964743
## [93,] 0.5317300
## [94,] 1.3993155
## [95,] 1.2516092
## [96,] 0.3091917
## [97,] 0.5660648
## [98,] 1.7570808
## [99,] 0.6798047
## [100,] 0.6346818
## [101,] 1.1562955
## [102,] 1.0644676
## [103,] 2.7765772
## [104,] 0.7051239
## [105,] 0.6947783
## [106,] 0.9987501
## [107,] 0.7243556
## [108,] 1.2082344
## [109,] 1.3487407
## [110,] 0.4177889
## [111,] 0.9432069
## [112,] 1.4988756
## [113,] 0.7722003
## [114,] 1.5704430
## [115,] 0.7633189
## [116,] 0.2669673
## [117,] 1.8528512
## [118,] 1.1493566
## [119,] 1.3261967
## [120,] 0.9666035
## [121,] 2.1184945
## [122,] 1.1513158
## [123,] 1.1268805
## [124,] 1.3594757
## [125,] 1.2489869
## [126,] 0.8497860
## [127,] 1.0402573
## [128,] 0.9336848
## [129,] 0.6395140
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## [838,] 1.3162914
## [839,] 0.5782497
## [840,] 0.6858674
## [841,] 0.9755956
## [842,] 0.4324039
## [843,] 1.1888626
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## [845,] 0.3880426
## [846,] 3.4293127
## [847,] 0.8915682
## [848,] 0.8846145
## [849,] 0.8435001
## [850,] 1.5410870
## [851,] 1.2231643
## [852,] 1.4512197
## [853,] 0.7946713
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## [855,] 0.4860168
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## [858,] 0.6591803
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## [861,] 0.5904645
## [862,] 0.8710620
## [863,] 1.5477383
## [864,] 0.6568419
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## [866,] 0.8594353
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## [872,] 0.6594890
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## [944,] 0.9114126
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## [947,] 1.2069510
## [948,] 1.4439361
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## [950,] 1.2853399
## [951,] 0.7375784
## [952,] 0.7563043
## [953,] 0.6491848
## [954,] 0.5306944
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## [958,] 1.1833549
## [959,] 0.5810419
## [960,] 2.3290011
## [961,] 0.4285221
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## [963,] 2.1406264
## [964,] 0.5629734
## [965,] 0.5815448
## [966,] 0.7667089
## [967,] 0.5869851
## [968,] 0.3878191
## [969,] 0.4040117
## [970,] 0.9505666
## [971,] 2.0958280
## [972,] 0.9790017
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## [974,] 1.1966094
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## [976,] 1.0711718
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## [978,] 0.4880517
## [979,] 0.8235787
## [980,] 1.8964451
## [981,] 0.4198513
## [982,] 0.5331425
## [983,] 1.4771139
## [984,] 1.6775657
## [985,] 1.4112104
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## [987,] 0.5221223
## [988,] 1.1053965
## [989,] 2.1596336
## [990,] 0.6360846
## [991,] 1.0550287
## [992,] 0.8564767
## [993,] 1.6823808
## [994,] 1.7422917
## [995,] 1.0994304
## [996,] 0.6223839
## [997,] 1.1735818
## [998,] 0.6416696
## [999,] 0.6663205
##
## $model.matrix
## (Intercept) demo$career1 demo$career2 demo$career3 demo$career4
## 1 1 0 0 0 0
## 2 1 0 0 0 0
## 3 1 0 0 0 1
## 4 1 0 0 0 1
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## 169 1 0 0 0 1
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## 172 1 -1 -1 -1 -1
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## 262 1 0 0 0 1
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## 267 1 0 0 0 1
## 268 1 0 0 0 1
## 269 1 0 0 0 1
## 270 1 0 0 0 1
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## 277 1 0 0 0 1
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## 283 1 1 0 0 0
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## 286 1 0 0 0 0
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## 288 1 0 0 0 1
## 289 1 0 0 0 0
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## 291 1 0 0 0 1
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## 301 1 0 0 0 0
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## 303 1 0 0 0 1
## 304 1 0 1 0 0
## 305 1 1 0 0 0
## 306 1 0 0 0 0
## 307 1 0 0 0 0
## 308 1 0 0 0 0
## 309 1 0 0 0 0
## 310 1 0 0 0 0
## 311 1 0 0 0 0
## 312 1 0 0 0 0
## demo$career5 demo$career6 demo$career7 demo$career8
## 1 1 0 0 0
## 2 1 0 0 0
## 3 0 0 0 0
## 4 0 0 0 0
## 5 0 0 0 0
## 6 0 0 0 0
## 7 0 0 0 0
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## 10 0 0 0 1
## 11 0 0 0 0
## 12 0 0 0 0
## 13 0 0 0 0
## 14 0 0 0 0
## 15 0 0 0 1
## 16 -1 -1 -1 -1
## 17 0 0 0 0
## 18 0 0 0 0
## 19 1 0 0 0
## 20 0 0 0 0
## 21 0 0 0 0
## 22 0 0 0 0
## 23 1 0 0 0
## 24 0 0 0 0
## 25 0 0 0 0
## 26 1 0 0 0
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## 34 0 0 0 0
## 35 0 0 0 0
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## 37 0 1 0 0
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## 40 0 0 0 0
## 41 1 0 0 0
## 42 1 0 0 0
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## 45 0 0 0 0
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## 51 0 0 0 0
## 52 0 1 0 0
## 53 0 0 0 0
## 54 0 0 0 0
## 55 0 1 0 0
## 56 0 1 0 0
## 57 -1 -1 -1 -1
## 58 1 0 0 0
## 59 0 0 0 0
## 60 0 0 0 0
## 61 0 0 0 0
## 62 0 0 0 0
## 63 0 0 0 0
## 64 0 0 0 0
## 65 0 0 0 0
## 66 0 0 0 0
## 67 1 0 0 0
## 68 0 1 0 0
## 69 0 0 0 0
## 70 0 0 0 0
## 71 0 0 0 1
## 72 0 1 0 0
## 73 0 1 0 0
## 74 0 0 0 0
## 75 1 0 0 0
## 76 1 0 0 0
## 77 1 0 0 0
## 78 1 0 0 0
## 79 0 0 0 0
## 80 0 0 0 0
## 81 0 0 0 0
## 82 0 0 0 0
## 83 0 1 0 0
## 84 0 0 0 0
## 85 0 0 0 0
## 86 0 0 0 0
## 87 0 0 0 0
## 88 0 1 0 0
## 89 1 0 0 0
## 90 0 0 0 0
## 91 1 0 0 0
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## 93 1 0 0 0
## 94 0 0 1 0
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## 96 1 0 0 0
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## 100 0 0 0 0
## 101 0 0 0 0
## 102 1 0 0 0
## 103 1 0 0 0
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## 105 0 0 0 1
## 106 0 1 0 0
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## 221 1 0 0 0
## 222 1 0 0 0
## 223 1 0 0 0
## 224 0 0 0 0
## 225 1 0 0 0
## 226 -1 -1 -1 -1
## 227 0 0 0 0
## 228 0 0 0 0
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## 239 0 0 0 0
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## 242 0 0 0 0
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## 244 0 0 0 1
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## 258 0 0 0 0
## 259 0 0 0 0
## 260 0 0 0 0
## 261 1 0 0 0
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## 263 0 0 0 0
## 264 0 0 0 0
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## 289 1 0 0 0
## 290 0 0 0 0
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## 293 1 0 0 0
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## 300 1 0 0 0
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## 304 0 0 0 0
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##
## $terms
## sci_comm_orient ~ demo$career
## attr(,"variables")
## list(sci_comm_orient, demo$career)
## attr(,"factors")
## demo$career
## sci_comm_orient 0
## demo$career 1
## attr(,"term.labels")
## [1] "demo$career"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"This shows that the differences in answers are not significant,
according to major.
Conclusion
Ultimately, what we can understand from all of this is that students
significantly answer Science Identity and Personal Communal Orientation
questions differently according to their career goals.
In summary, let’s take a look at the running list we are making of
which questions were significant and not according to demographics:
